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machine-learning

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

ml-glossary

Machine learning glossary

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

ml_course

EPFL Machine Learning Course, Fall 2019

models

Models built with TensorFlow

multi-nilm

Multi-NILM: Multi Label Non Intrusive Load Monitoring

neural-disaggregator

neural-fourier-energy-disaggregation

A pytorch implementation of the architecture of the proposed model Neural Fourier Energy Disaggregation (NFED) for the problem of non-intrusive load monitoring (NILM).

nilm-stacking

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)

nn

🧠 Minimal implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

optml_course

EPFL Course - Optimization for Machine Learning - CS-439

pooling-operations-and-information-theory

This repository contains the experiments that are described in the paper "A Theoretical Analysis of Pooling Operation Using Information Theory"

power-disaggregation-complexity

practicerecyclerview

pytorch-speech-commands

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.

rl4lms

A modular RL library to fine-tune language models to human preferences

robustness-gym

Robustness Gym: Evaluation Toolkit for NLP

robustness_metrics

silg

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

speechbrain

A PyTorch-based Speech Toolkit

textworldexpress

Super fast implementations of common benchmark text world games

tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

the-incredible-pytorch

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

thoughtsource

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

torch-nilm

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

vision-diffmask

Official PyTorch implementation of Vision DiffMask, a post-hoc interpretation method for vision models.