zhouyonglong's repositories
algo
数据结构和算法必知必会的50个代码实现
awesome-ai-infrastructures
Infrastructures™ for Machine Learning Training/Inference in Production.
awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
compression
Data compression in TensorFlow
cs224u
Code for Stanford CS224u
deep-recommender-system
深度学习在推荐系统中的应用及论文小结。
deepmcp
Deep Matching, Correlation and Prediction (DeepMCP) Model
dlrm
An implementation of a deep learning recommendation model (DLRM)
fast-elasticsearch-vector-scoring
Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine
Fast_Sentence_Embeddings
Helper Functions to compute Sentence Embeddings Fast
from_coder_to_expert
2019年最新总结，从程序员到CTO，从专业走向卓越，分享大牛企业内部pdf与PPT
interview_internal_reference
2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
jpmml-lightgbm
Java library and command-line application for converting LightGBM models to PMML
Mallet
MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.
markovkeyboard
keyboard layout that changes by markov frequency
numpy-ml
Machine learning, in numpy
OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
proctor
Proctor is a Java-based A/B testing framework developed by, and used heavily within, Indeed.
pytorch-gradual-warmup-lr
Gradually-Warmup Learning Rate Scheduler for PyTorch
rated-ranking-evaluator
Search Quality Evaluation Tool for Apache Solr & Elasticsearch search-based infrastructures
scikit-multiflow
A machine learning framework for multi-output/multi-label and stream data. Inspired by MOA and MEKA, following scikit-learn's philosophy.
Tencent2019_Preliminary_Rank1st
The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.
Tensorflow-TensorRT
This repository is for my YT video series about optimizing a Tensorflow deep learning model using TensorRT. We demonstrate optimizing LeNet-like model and YOLOv3 model, and get 3.7x and 1.5x faster for the former and the latter, respectively, compared to the original models.
TensorNetwork
A library for easy and efficient manipulation of tensor networks.
WSL-Images
Weakly Supervised Learning On Images
XGBoostLSS
An extension of XGBoost to probabilistic forecasting.