addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

cml-template-custom

A template I use for all the Machine Learning Competitions. Automation and a more detailed directory structure will be added soon.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cop-code-of-papers

daily-reads

Compilation of blogs, articles, research papers, notebooks, videos that I refer/will be referring on a daily basis, and obviously related to my work.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

employee_attrition_rate_prediction_challenge_hackerearth2020

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flax

Flax is a neural network library for JAX that is designed for flexibility.

frd_cnn-tensorflow-implementation

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

google-brain-ventilator-pressure-prediction-prediction-kaggle21

Simulate a ventilator connected to a sedated patient's lung. Absolute Error based research competition hosted on kaggle, sponsored by Google Brain. A time series data to be specific, collected over period as pressure data.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hasoc-fire-task4-annihilate-hate

identify-the-dance-form

Hackerearth deeplearning challenge June 2020.

ivy

The Unified Machine Learning Framework

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kaggle-nips-2017-adversarial-attack

5th place solution in "NIPS 2017: Non-targeted Adversarial Attack" (with solution in targeted attack and defence)

keras

Deep Learning for humans

keras-core

A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

keras-cv

Industry-strength Computer Vision workflows with Keras

keras-io

Keras documentation, hosted live at keras.io

keras-nlp

Industry-strength Natural Language Processing workflows with Keras

lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

machine-learning-andrewng

This repo contains all the MATLAB codes of Machine learning course by Andrew Ng.

ml-ds-dl-rl-cv-nlp-etc-resources-compilation

A compilation of awesome resources for Machine Learning, Deep Learning, Statistics, Data Science, etc. Why on the earth do you need to pay a single penny when you have such resources available online that to completely free?

mlx

MLX: An array framework for Apple silicon

mlx-data

Efficient framework-agnostic data loading

mlx-examples

Examples in the MLX framework

model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.