Pinboard (lobrien)
https://pinboard.in/u:lobrien/public/
recent bookmarks from lobrienRunning Dolly 2.0 on Paperspace | Simon Willison’s TILs2023-06-30T02:07:59+00:00
https://til.simonwillison.net/llms/dolly-2
lobrienml llm dollyhttps://pinboard.in/https://pinboard.in/u:lobrien/b:3a149fc46961/GitHub - jankais3r/LLaMA_MPS: Run LLaMA (and Stanford-Alpaca) inference on Apple Silicon GPUs.2023-04-27T03:58:30+00:00
https://github.com/jankais3r/LLaMA_MPS
lobrienllm ml llama m1https://pinboard.in/https://pinboard.in/u:lobrien/b:31a50eaecea1/uptrain/examples/coversation_summarization at main · uptrain-ai/uptrain · GitHub2023-04-16T02:49:26+00:00
https://github.com/uptrain-ai/uptrain/tree/main/examples/coversation_summarization
lobrienml llm dolly uptrainhttps://pinboard.in/https://pinboard.in/u:lobrien/b:0791bcf11544/How to fine tune a 6B parameter LLM for less than $72023-04-16T02:45:50+00:00
https://www.anyscale.com/blog/how-to-fine-tune-and-serve-llms-simply-quickly-and-cost-effectively-using
lobrienml llm ray dollyhttps://pinboard.in/https://pinboard.in/u:lobrien/b:b54220e6651e/Didact AI: The anatomy of an ML-powered stock picking engine · Principia Mundi2022-11-06T00:04:11+00:00
https://principiamundi.com/posts/didact-anatomy/
lobrienai mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:9390e3213721/krea-ai/open-prompts2022-11-06T00:02:08+00:00
https://github.com/krea-ai/open-prompts
lobrienai ml llmhttps://pinboard.in/https://pinboard.in/u:lobrien/b:8ec0b1df547a/dallery gallery2022-11-05T23:59:00+00:00
http://dallery.gallery/wp-content/uploads/2022/07/The-DALL%C2%B7E-2-prompt-book-v1.02.pdf
lobrienai ml image_generationhttps://pinboard.in/https://pinboard.in/u:lobrien/b:f90daff65175/GluonTS documentation2022-10-18T03:07:43+00:00
https://ts.gluon.ai/stable/index.html
lobrientimeseries lstm python ml predictionhttps://pinboard.in/https://pinboard.in/u:lobrien/b:a36c14313dd4/Radek Osmulski 🇺🇦 on Twitter: "How to train and deploy an XGBoost model in a single notebook 1/8" / Twitter2022-10-01T21:29:20+00:00
https://twitter.com/radekosmulski/status/1563179498169716738?s=20&t=v54iTR3lmGrVaSD8a3OU_w
lobrienxgboost mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:ddea93874c1a/Deep Learning for Computer Vision: Fundamentals and Applications2022-09-22T21:35:42+00:00
https://dl4cv.github.io/
lobrienkeras opencv yolo object_detection ml transformershttps://pinboard.in/https://pinboard.in/u:lobrien/b:ef2808b47df5/[2207.09238] Formal Algorithms for Transformers2022-08-22T19:50:19+00:00
https://arxiv.org/abs/2207.09238
lobrienalgorithms mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:91f125e55231/Running your own A.I. Image Generator with Latent-Diffusion | Reticulated2022-08-11T21:33:08+00:00
https://reticulated.net/dailyai/running-your-own-ai-image-generator-with-latent-diffusion/
lobrienml cv gan dall-e generativehttps://pinboard.in/https://pinboard.in/u:lobrien/b:561af58b5804/Rules of Machine Learning: | ML Universal Guides | Google Developers2022-06-30T01:39:53+00:00
https://developers.google.com/machine-learning/guides/rules-of-ml
lobriengoogle mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:1c55077f7b26/fastai_timm/fine_tune.py at main · tcapelle/fastai_timm · GitHub2022-06-29T17:12:42+00:00
https://github.com/tcapelle/fastai_timm/blob/main/fine_tune.py
lobrienml fastai timm wandb examplehttps://pinboard.in/https://pinboard.in/u:lobrien/b:05b07c1c91dd/GitHub - zju3dv/NeuralRecon: Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral2022-03-15T01:47:09+00:00
https://github.com/zju3dv/NeuralRecon
lobrien3d iphone ml pointcloudhttps://pinboard.in/https://pinboard.in/u:lobrien/b:bf9a621868e7/Basic Modeling for Discrete Optimization | Coursera2022-03-15T01:37:56+00:00
https://www.coursera.org/learn/basic-modeling#syllabus
lobrienml optimizationhttps://pinboard.in/https://pinboard.in/u:lobrien/b:a842a0b5687e/Photo to line drawing ML2022-03-15T00:33:09+00:00
https://huggingface.co/spaces/carolineec/informativedrawings
lobriengenerative mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:1eb8b6201400/Euclidean Distance vs Cosine Similarity | Baeldung on Computer Science2022-02-23T04:53:05+00:00
https://www.baeldung.com/cs/euclidean-distance-vs-cosine-similarity
lobrienml triplet reidhttps://pinboard.in/https://pinboard.in/u:lobrien/b:567f158e929b/10 Visual Summaries on Object Detection Modeling - Issue #1 | Revue2022-01-28T02:01:48+00:00
https://www.getrevue.co/profile/ai_fast_track/issues/10-visual-summaries-on-object-detection-modeling-issue-1-921504
lobrienml object_detectionhttps://pinboard.in/https://pinboard.in/u:lobrien/b:72b2301b8756/tensorspace-team/tensorspace: Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js2022-01-26T19:00:40+00:00
https://github.com/tensorspace-team/tensorspace
lobrientensorflow visualization mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:5da73386276e/alexlenail/NN-SVG: Publication-ready NN-architecture schematics.2022-01-26T18:59:43+00:00
https://github.com/alexlenail/NN-SVG
lobrienml graphics nnhttps://pinboard.in/https://pinboard.in/u:lobrien/b:fb32321cbec6/NN-Architecture Schematics Interactive2022-01-26T18:33:59+00:00
http://alexlenail.me/NN-SVG/index.html
lobrienai diagram mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:7e920d6c8408/Structured data learning with TabTransformer2022-01-26T00:27:51+00:00
https://keras.io/examples/structured_data/tabtransformer/
lobrienml tabularhttps://pinboard.in/https://pinboard.in/u:lobrien/b:068c492b1729/Tutorial 1: Overview — MMRazor 0.1.0 documentation model compression2022-01-26T00:26:50+00:00
https://mmrazor.readthedocs.io/en/latest/tutorials/Tutorial_1_overview.html
lobrienml compression teacher-studenthttps://pinboard.in/https://pinboard.in/u:lobrien/b:debb01ef7a50/cresset-template/cresset: Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.2022-01-23T21:28:47+00:00
https://github.com/cresset-template/cresset#interactive-development--mlops-with-docker-compose
lobrienml pytorch mlopshttps://pinboard.in/https://pinboard.in/u:lobrien/b:598fa2e736de/tensorflow/similarity: TensorFlow Similarity is a python package focused on making similarity learning quick and easy.2022-01-21T22:57:57+00:00
https://github.com/tensorflow/similarity
lobrienml similarityhttps://pinboard.in/https://pinboard.in/u:lobrien/b:8a5dc7083052/Welcome To Neural Network Intelligence !!! — An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning (NNI v2.6)2022-01-21T22:57:41+00:00
https://nni.readthedocs.io/en/stable/
lobrienml automlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:6e53ef2b935e/NorskRegnesentral/skweak: skweak: A software toolkit for weak supervision applied to NLP tasks2022-01-13T20:10:05+00:00
https://github.com/NorskRegnesentral/skweak
lobrienml nlphttps://pinboard.in/https://pinboard.in/u:lobrien/b:2178cfd0ffba/Architecting a Machine Learning Pipeline | by Semi Koen | Towards Data Science2022-01-13T20:09:36+00:00
https://towardsdatascience.com/architecting-a-machine-learning-pipeline-a847f094d1c7
lobrienanalytics ml pipelinehttps://pinboard.in/https://pinboard.in/u:lobrien/b:5c1b516c870c/Healthsea: an end-to-end spaCy pipeline for exploring health supplement effects · Explosion2022-01-11T20:44:11+00:00
https://explosion.ai/blog/healthsea#2.4
lobrienml nlp spacy pipelinehttps://pinboard.in/https://pinboard.in/u:lobrien/b:120e540efe3f/Choosing a Model for Detecting Surgical Instruments – Weights & Biases2021-12-24T00:47:35+00:00
https://wandb.ai/maria_rodriguez/Surgical_instruments_models_/reports/Choosing-a-Model-for-Detecting-Surgical-Instruments--VmlldzoxMjI4NjQ0
lobrienml object_detection icevision faster-rcnn yolox vfnethttps://pinboard.in/https://pinboard.in/u:lobrien/b:3dd068e234c1/Story generation via RL and Transformer-based language models2021-12-20T02:40:01+00:00
https://arxiv.org/pdf/2112.08593.pdf
lobrienml nlp rl story writinghttps://pinboard.in/https://pinboard.in/u:lobrien/b:71dbbf40490c/Hacking Into FasterRcnn in Pytorch | Akash’s Blog2021-12-20T02:30:52+00:00
https://akashprakas.github.io/My-blog/jupyter/2020/12/19/Hacking_fasterRcnn.html
lobrienml fasterrcnn object_detection fpn rpnhttps://pinboard.in/https://pinboard.in/u:lobrien/b:ce7c2751ed26/Optical Flow in PyTorch2021-12-17T19:14:18+00:00
https://github.com/open-mmlab/mmflow/blob/master/docs/en/intro.md
lobriengraphics ml motion video pytorchhttps://pinboard.in/https://pinboard.in/u:lobrien/b:d29088363a00/open-mmlab/mmhuman3d: OpenMMLab 3D Human Parametric Model Toolbox and Benchmark2021-12-17T18:36:00+00:00
https://github.com/open-mmlab/mmhuman3d
lobrienml pose pose-estimation humanhttps://pinboard.in/https://pinboard.in/u:lobrien/b:2177acf271f3/booknlp/booknlp: BookNLP, a natural language processing pipeline for books2021-12-17T18:35:05+00:00
https://github.com/booknlp/booknlp
lobriennlp mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:e39c18ae0812/Automatic Speech Recognition using CTC2021-12-17T18:22:30+00:00
https://keras.io/examples/audio/ctc_asr/
lobrienml speech speech_recognitionhttps://pinboard.in/https://pinboard.in/u:lobrien/b:896f3af2e99c/zurutech/anomaly-toolbox: Anomaly detection using GANs.2021-12-17T18:20:58+00:00
https://github.com/zurutech/anomaly-toolbox
lobriengan anomaly mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:5b74c444e994/Enhancing Underwater Visual Perception dataset2021-12-06T21:00:41+00:00
http://irvlab.cs.umn.edu/resources/euvp-dataset
lobrienml dataset uw photographyhttps://pinboard.in/https://pinboard.in/u:lobrien/b:6efd16da82b8/Overview | Camera Trap ML Survey2021-11-09T20:56:20+00:00
https://agentmorris.github.io/camera-trap-ml-survey/
lobrienml detection reidentificationhttps://pinboard.in/https://pinboard.in/u:lobrien/b:4f40a69fb8df/Big Mart Sales Visualization | Kaggle2021-11-05T01:55:34+00:00
https://www.kaggle.com/dharinir242001/big-mart-sales-visualization
lobrienml timeserieshttps://pinboard.in/https://pinboard.in/u:lobrien/b:a2037726f6b3/msg-systems/holmes-extractor: Information extraction from English and German texts based on predicate logic2021-11-04T17:34:40+00:00
https://github.com/msg-systems/holmes-extractor
lobrienml nlp texthttps://pinboard.in/https://pinboard.in/u:lobrien/b:d267ab75ea21/Introducing Spice.ai - open source, time series AI for developers | Spice.ai blog2021-10-31T18:17:21+00:00
https://blog.spiceai.org/posts/2021/09/07/introducing-spice.ai-open-source-time-series-ai-for-developers/
lobrienml time_serieshttps://pinboard.in/https://pinboard.in/u:lobrien/b:5eb919cf1e28/Store Sales - Time Series Forecasting | Kaggle2021-10-31T18:17:09+00:00
https://www.kaggle.com/c/store-sales-time-series-forecasting/discussion
lobrienml time_serieshttps://pinboard.in/https://pinboard.in/u:lobrien/b:a5a6ed56ff14/Gradio2021-10-06T21:34:40+00:00
https://gradio.app/
lobrienml python mlops deploymenthttps://pinboard.in/https://pinboard.in/u:lobrien/b:189a0e0d15cc/Turn Python Scripts into Beautiful ML Tools | by Adrien Treuille | Towards Data Science2021-10-06T21:34:06+00:00
https://towardsdatascience.com/coding-ml-tools-like-you-code-ml-models-ddba3357eace
lobrienml python ml_ops deploymenthttps://pinboard.in/https://pinboard.in/u:lobrien/b:925ebb21ba5e/Building a smart Robot AI using Hugging Face 🤗 and Unity | Medium2021-09-21T18:59:53+00:00
https://thomassimonini.medium.com/building-a-smart-robot-ai-using-hugging-face-and-unity-a78724810545
lobrienai ml nlp unity gamedevhttps://pinboard.in/https://pinboard.in/u:lobrien/b:63f018cbcf14/Is Facebook's "Prophet" the Time-Series Messiah, or Just a Very Naughty Boy?2021-07-02T06:05:12+00:00
https://www.microprediction.com/blog/prophet
lobrienml time_serieshttps://pinboard.in/https://pinboard.in/u:lobrien/b:2f648fa70429/PyTorch layer dimensions: what size and why? | by Jake Krajewski | Towards Data Science2021-05-22T18:56:19+00:00
https://towardsdatascience.com/pytorch-layer-dimensions-what-sizes-should-they-be-and-why-4265a41e01fd
lobrien>> torch.Size([32])
# 1d: [batch_size]
# use for target labels or predictions.
>>> torch.Size([12, 256])
# 2d: [batch_size, num_features (aka: C * H * W)]
# use for nn.Linear() input.
>>> torch.Size([10, 1, 2048])
# 3d: [batch_size, channels, num_features (aka: H * W)]
# when used as nn.Conv1d() input.
# (but [seq_len, batch_size, num_features]
# if feeding an RNN).
>>> torch.Size([16, 3, 28, 28])
# 4d: [batch_size, channels, height, width]
# use for nn.Conv2d() input.
>>> torch.Size([32, 1, 5, 15, 15])
# 5D: [batch_size, channels, depth, height, width]
# use for nn.Conv3d() input.]]>ml pytorchhttps://pinboard.in/https://pinboard.in/u:lobrien/b:2c630ed80519/labml.ai Neural Networks2021-04-28T20:44:23+00:00
https://nn.labml.ai/
lobrienml pytorchhttps://pinboard.in/https://pinboard.in/u:lobrien/b:ad0faa0a4271/GitHub - gerardo-lijs/MachineLearning-ObjectDetect-WPF: Complete sample for object detection in .NET using Machine Learning and WPF. From image labelling to training to final app2021-03-22T01:46:48+00:00
https://github.com/gerardo-lijs/MachineLearning-ObjectDetect-WPF
lobrienmlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:c93cd0995ef1/How Transformers work in deep learning and NLP: an intuitive introduction | AI Summer2021-02-23T04:10:49+00:00
https://theaisummer.com/transformer/
lobrienml nlp transformerhttps://pinboard.in/https://pinboard.in/u:lobrien/b:8856dfa444ed/Pytorch to fastai, Bridging the Gap | fastblog2021-02-23T03:19:36+00:00
https://muellerzr.github.io/fastblog/2021/02/14/Pytorchtofastai.html
lobrienpytorch fastai mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:94699854236c/Named Tensor Notation2021-02-13T01:15:14+00:00
https://namedtensor.github.io/#sec:overview
lobrienml mathhttps://pinboard.in/https://pinboard.in/u:lobrien/b:6b52dae968f6/Fast and Free Music Separation with Deezer's Machine Learning Library – Waxy.org2021-01-27T01:22:50+00:00
https://waxy.org/2019/11/fast-and-free-music-separation-with-deezers-machine-learning-library/
lobrienmlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:7b59fdb7692d/Self Attention and Transformers. From Attention to Self Attention to… | by Mahendran Venkatachalam | Towards Data Science2021-01-05T20:37:52+00:00
https://towardsdatascience.com/self-attention-and-transformers-882e9de5edda
lobrienMLhttps://pinboard.in/https://pinboard.in/u:lobrien/b:bf3c2ad89799/The Holy Bible of Azure Machine Learning Service. A walk-through for the believer (Part 1) | by Facundo Santiago | Medium2020-11-24T21:06:23+00:00
https://medium.com/@santiagof/the-holy-bible-of-azure-machine-learning-service-a-work-through-for-the-believer-part-1-4fe8f9853492
lobrienaml mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:8406244da96a/Automated facial recognition for wildlife that lack unique markings: A deep learning approach for brown bears - Clapham - - Ecology and Evolution - Wiley Online Library2020-11-20T21:47:46+00:00
https://onlinelibrary.wiley.com/doi/10.1002/ece3.6840
lobrienml cvhttps://pinboard.in/https://pinboard.in/u:lobrien/b:9bf987e3b920/emadboctorx/yolo-tf2: yolo(v3/v4) implementation in keras and tensorflow 2.32020-11-20T21:33:28+00:00
https://github.com/emadboctorx/yolo-tf2
lobrienml cv yolo yolov4https://pinboard.in/https://pinboard.in/u:lobrien/b:2c263084feb7/onnxruntime-training-examples/nvidia-bert at master · microsoft/onnxruntime-training-examples2020-11-20T21:31:50+00:00
https://github.com/microsoft/onnxruntime-training-examples/tree/master/nvidia-bert
lobrienml bert nlp onnx amlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:69980178f235/rasmusbergpalm/evostrat: A library that makes Evolutionary Strategies (ES) simple to use.2020-11-08T06:12:13+00:00
https://github.com/rasmusbergpalm/evostrat
lobrienevolutionary genetic_algorithms ml pytorch reinforcement_learning rlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:87007ed8fbf4/The Roadmap of Mathematics for Deep Learning | by Tivadar Danka | Oct, 2020 | Towards Data Science2020-11-05T02:23:29+00:00
https://towardsdatascience.com/the-roadmap-of-mathematics-for-deep-learning-357b3db8569b
lobrienmath learning mlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:ef1eb0326ebb/genforce/genforce: GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)2020-10-13T00:09:16+00:00
https://github.com/genforce/genforce
lobriengenerative gan ml pytorchhttps://pinboard.in/https://pinboard.in/u:lobrien/b:2d401f312c40/Google AI Blog: An Analysis of Online Datasets Using Dataset Search (Published, in Part, as a Dataset)2020-10-02T03:24:55+00:00
https://ai.googleblog.com/2020/08/an-analysis-of-online-datasets-using.html
lobriendata ml datsetshttps://pinboard.in/https://pinboard.in/u:lobrien/b:5de17d5e9582/example_fine-tuning-hf_datasets.ipynb - Colaboratory2020-09-11T23:00:07+00:00
https://colab.research.google.com/drive/14a3Nq_vnCXBXzrk6GS2vYjH7ADxP5iK1?usp=sharing
lobrienml nlp bert hugging_facehttps://pinboard.in/https://pinboard.in/u:lobrien/b:248209a1e279/PyTorch Tutorial: How to Develop Deep Learning Models with Python2020-08-19T00:59:52+00:00
https://machinelearningmastery.com/pytorch-tutorial-develop-deep-learning-models/
lobrienml pytorchhttps://pinboard.in/https://pinboard.in/u:lobrien/b:d624a97ba23a/JeiKeiLim/tflite-yolov3-gpu-ready: YOLO v3 TensorFlow Lite iOS GPU acceleration. Training from scratch and making a GPU accelerated mobile application.2020-08-19T00:53:30+00:00
https://github.com/JeiKeiLim/tflite-yolov3-gpu-ready
lobrienios ml yolo cv object_detectionhttps://pinboard.in/https://pinboard.in/u:lobrien/b:928c9a395b60/lengstrom/fast-style-transfer: TensorFlow CNN for fast style transfer ⚡🖥🎨🖼2020-07-23T23:35:26+00:00
https://github.com/lengstrom/fast-style-transfer
lobrienml tensorflow transferhttps://pinboard.in/https://pinboard.in/u:lobrien/b:59a34ef5d924/eBay/bayesian-belief-networks: Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.2020-07-19T21:17:26+00:00
https://github.com/eBay/bayesian-belief-networks
lobrienbayesian ml pythonhttps://pinboard.in/https://pinboard.in/u:lobrien/b:de89aa47fb48/A Recipe for Training Neural Networks2020-06-23T00:27:12+00:00
https://karpathy.github.io/2019/04/25/recipe/
lobrienmlhttps://pinboard.in/https://pinboard.in/u:lobrien/b:81c9be419f16/