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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bevfusion

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

carla-real-traffic-scenarios

coding-interview-university

A complete computer science study plan to become a software engineer.

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

dagger

Dagger - An implementation of Dataset Aggregation

dcn-new

Updated version of DCN

deep-neural-networks-with-pytorch

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

gfm-toc

Add table of contents to your markdown files

grokking-system-design

Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.

grokking-the-coding-interview-patterns-for-coding-questions

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

hello-world

First time Github

homework_fall2019

imitation-learning-with-gaussian-processes

introrl

Intro to Reinforcement Learning (强化学习纲要）

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

kohonen-maps

Implementation of SOM and GSOM

leetcode

lets-do-irl

Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

machinelearning_python

机器学习算法python实现

mastering-reinforcement-learning-with-python

Mastering Reinforcement Learning with Python, published by Packt

mobile-robotics

ME780 Assignment 2

occupancyanticipation

This repository contains code for our publication "Occupancy Anticipation for Efficient Exploration and Navigation" in ECCV 2020.