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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

aminoacidcomposition

Implementation of two sequence- and one structure-based encodings for peptides in order to classify their antimicrobial activity.

auna

Autonomous Navigation Framework

bert-related-papers

BERT-related papers

citylearn

Official reinforcement learning environment for demand response and load shaping

colabrepo

This repository contains some of the colab notebooks I created for training NN for WSD

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

disambiguate

Disambiguate is a tool for training and using state of the art neural WSD models

eventextractionpapers

A list of NLP resources focused on event extraction task

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gym-safety

Simple gym environments for safety in Reinforcement Learning Research

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

limosim

machine-learning-explained

Machine Learning Algorithms: Theory + Implementation

machine_learning_examples

A collection of machine learning examples and tutorials.

markovjunior

Probabilistic language based on pattern matching and constraint propagation, 153 examples

marl-papers

Paper list of multi-agent reinforcement learning (MARL)

multi-agent-constrained-policy-optimisation

Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).

neurips2022-traffic4cast

Code accompanying our NeurIPS 2022 traffic4cast challenge

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

omnisafe

OmniSafe is a comprehensive and reliable benchmark for safe reinforcement learning.

plotneuralnet

Latex code for making neural networks diagrams

practical_rl

A course in reinforcement learning in the wild

pytorch-forecasting

Time series forecasting with PyTorch

pytorch-nlp

Basic Utilities for PyTorch Natural Language Processing (NLP)

pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

rsm4wsd

Master Thesis

seminardeeplearning

statistics

thesis_rsm4wsd