Ruhong's repositories
cses-problem-set-python
Tested solutions to the CSES problem set in Python3
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
BERT-NER-zhen
Using pre-trained BERT models for Chinese and English NER with 🤗Transformers
java-LSH
A Java implementation of Locality Sensitive Hashing (LSH)
fraud-detection-dataflow
Working example of a real-time inference pipeline on GCP Cloud Dataflow
gpt-3
GPT-3: Language Models are Few-Shot Learners
Skip-Gram-Model-PyTorch
PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE
CSES-Problem-set-solutions-DP-help
Solution to CSES DP problems.
validators
Python Data Validation for Humans™.
TextMatch2020
基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）
fastapi-realworld-example-app
Backend logic implementation for https://github.com/gothinkster/realworld with awesome FastAPI
libffm
A Library for Field-aware Factorization Machines
bad-renter
Working examples of Spark ML Pipeline and SMOTE algorithm for synthetic data augmentation
nyc-taxi-trips
REST API for the New York City Taxi Trips public dataset, implemented in Scala and Play Framework 2.7
kaggle-data-science-bowl-2019
Kaggle submission to Data Science Bowl 2019 (Jan 2020)
Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
kdn251-interviews
Everything you need to know to get the job.
R-net
A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks
keract
Activation Maps (Layers Outputs) and Gradients in Keras.
squad_cs224n_starter
Starter code for Stanford CS224n default final project on SQuAD 2.0
conversational-datasets
Large datasets for conversational AI
mwt-ds
Umbrella repository for projects related to the MWT Decision Service
pygtrie
Python library implementing a trie data structure.