lnj0532's repositories
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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
deeplearningbook-chinese
Deep Learning Book Chinese Translation
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