kmario23

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

KenLM-training

Training an n-gram based Language Model using KenLM toolkit for Deep Speech 2

Introduction-to-NumPy-Matplotlib-TensorFlow

NumPy fundamentals for tensor computation; Matplotlib for data visualization

pytorch-Deep-Learning-Minicourse

Minicourse in Deep Learning with PyTorch

activation-functions-3D-viz

3D visualization of common activation functions

PyTorch-Padawan

Exercises, Descriptions, and Visualizations to build intuitions and confidence in working with PyTorch for accelerated Scientific Computing

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

Profound-Linear-Algebra

Good intuitions on Linear Algebra

ABigSurvey

A collection of 700+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

git-flight-rules

Flight rules for git

infoxxxx-deep-learning

Lectures on Deep Learning

OptML_course

EPFL Course - Optimization for Machine Learning - CS-439

profound-pytorch

Best resources about PyTorch

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

avod

Code for 3D object detection for autonomous driving

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

circles-sines-signals

A Compact Primer on Digital Signal Processing

cvpr18-caption-eval

Learning to Evaluate Image Captioning

DataStructuresAndAlgorithmsMadeEasy

Data Structures And Algorithms Made Easy

deepbayes-2018

Seminars DeepBayes Summer School 2018

dlvcnptel

Tutorials for DLVC NPTEL MOOC

ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

pdearena

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

solving_pde_mooc

vector-of-bool.github.io

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".