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ace

2nd place solution of NIPS2017 LearningToRun Competition.

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

awesome-deeplearning-500faq

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。声明：所有内容来自（仅供学习）：https://github.com/scutan90/DeepLearning-500-questions

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dual-policy-distillation

g-hgg

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

gps

Guided Policy Search

irgail_example

Implementation of "Cross Domain Robot Imitation with Invariant Representation”

nlp-beginner

NLP上手教程

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

prml

PRML algorithms implemented in Python

prml-solution-manual

My Own Solution Manual of PRML

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

recurrent-vln-bert

Code of the CVPR 2021 Oral paper: A Recurrent Vision-and-Language BERT for Navigation

redq

Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.

residual-policy-learning

Residual policy learning

spinningup

An educational resource to help anyone learn deep reinforcement learning.

td3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

ucas_course_2019

**科学院大学2019-2020课程（秋季，春季，夏季）

unreal

Reinforcement learning with unsupervised auxiliary tasks

xuan-bike

xuan-bike-1