📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

My B.Tech project for performing Image Segmentation using the UNet Architecture based CNN model and classifying images within 12 classes.

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

All Algorithms implemented in Python

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the came…

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

Contains materials for workshops pertaining to adversarial robustness in deep learning.

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

Praat in Python, the Pythonic way

Python library for audio and music analysis

Praat: Doing Phonetics By Computer

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Activation Maps (Layers Outputs) and Gradients in Keras.

Using transformers to predict next word and predict <mask> word

An open source library for deep learning end-to-end dialog systems and chatbots.

A collection of tutorials for Snorkel

Face recognition using Tensorflow

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Simple Python version management

Video editing with Python

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Cla…

tensorboard for pytorch (and chainer, mxnet, numpy, ...)