Pinned Repositories
biogrinder
Grinder is a versatile open-source bioinformatic tool to create simulated omic shotgun and amplicon sequence libraries for all main sequencing platforms.
gtf2csv
Convert genome annotation GTF file into plain CSV format
ncbitax2lin
🐞 Convert NCBI taxonomy dump into lineages
pdb-secondary-structure
Transform data from RCSB Protein Data Bank for secondary structure prediction
reinforcejs
Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)
rljs
RLjs currently serves as an interactive playground for learning reinforcement learning.
stanford-cs224n
Exercise answers to the problem sets from CS224n: Natural Language Processing with Deep Learning Winter quarter (January - March, 2017)
sutton-barto-rl-exercises
📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
youtube_RL_course_by_David_Silver
Collection of Slides for David Silver's Reinforcement Learning Course on Youtube
zyxue's Repositories
zyxue/ncbitax2lin
🐞 Convert NCBI taxonomy dump into lineages
zyxue/sutton-barto-rl-exercises
📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
zyxue/DTLA_crime_analysis
Analysis of crime data in downtown Los Angeles
zyxue/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
zyxue/zyxue.github.io
My technical blog
zyxue/coursera_functional_programming_principles_in_scala
Exercise answers to Functional Programming Principles in Scala
zyxue/cpython
The Python programming language
zyxue/dbx_build_tools
Dropbox's Bazel rules and tools
zyxue/eviltransform
Transport coordinate between earth(WGS-84) and mars in china(GCJ-02).
zyxue/feast
Feature Store for Machine Learning
zyxue/fpinscala
Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"
zyxue/homebrew-core
🍻 Default formulae for the missing package manager for macOS
zyxue/howtographql
The Fullstack Tutorial for GraphQL
zyxue/its_blog
Blog post explaining the algorithm behind interventional tree shap
zyxue/kfserving
Serverless Inferencing on Kubernetes
zyxue/ngboost
Natural Gradient Boosting for Probabilistic Prediction
zyxue/opencensus-python
A stats collection and distributed tracing framework
zyxue/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
zyxue/pip-tools
A set of tools to keep your pinned Python dependencies fresh.
zyxue/pyro
Deep universal probabilistic programming with Python and PyTorch
zyxue/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
zyxue/scikit-learn
scikit-learn: machine learning in Python
zyxue/scratch
zyxue/seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
zyxue/shap
A game theoretic approach to explain the output of any machine learning model.
zyxue/spark
Apache Spark - A unified analytics engine for large-scale data processing
zyxue/spark-on-k8s-operator
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
zyxue/streamlit
Streamlit — A faster way to build and share data apps.
zyxue/ud867
Course code repository for Gradle for Android and Java
zyxue/vscode-black-formatter
Formatting support for Python using the Black formatter