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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Google Research
A game theoretic approach to explain the output of any machine learning model.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
Instruct-tune LLaMA on consumer hardware
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials
Recipes for using Python's pandas library
Overview and tutorial of the LangChain Library
Code for Tensorflow Machine Learning Cookbook
Jupyter notebook and datasets from the pandas video series
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
记录Learning from data一书中的习题解答
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
论文实现(ACL2019):《Matching the Blanks: Distributional Similarity for Relation Learning》
Quick semantic search using Siamese-BERT encodings