Jianyuan Deng's repositories
Data_Wrangling
A collection of notebooks for data wrangling for various raw data sources, with a special focus on medications/molecules related resources.
CrackingMachineLearningInterview
A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Interviews
Machine-learning-for-proteins
Listing of papers about machine learning for proteins.
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
Data_Visualization
A collection of notebooks for data visualization with R, mainly using the ggplot2 library
Deep-Reinforcement-Learning-Survey
My Exploration on Deep Reinforcement Learning Survey
esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
ML_Practice
A collection of jupyter notebooks for ML practices in python.
notebooks
Notebooks using the Hugging Face libraries 🤗
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Survey_of_Deep_Metric_Learning
A comprehensive survey of deep metric learning and related works