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ardb

A redis protocol compatible nosql, it support multiple storage engines as backend like Google's LevelDB, Facebook's RocksDB, OpenLDAP's LMDB, PerconaFT, WiredTiger, ForestDB.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

caffe-jacinto

Caffe-jacinto - embedded deep learning framework

caffe-tensorflow

Caffe models in TensorFlow

caffe2any

a few utilities to analyze Caffe prototxt files

cnn-models

ImageNet pre-trained models with batch normalization for the Caffe framework

code-server

Run VS Code on a remote server.

coding-interview-university

A complete computer science study plan to become a software engineer.

drawio-github

Drawio GitHub Integration

dual_encoder

Dual LSTM encoder for predicting the likelihood of a message being a reply to a given context

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

epfl-ada16-project

EPFL ADA PROJECT : GOODCITYLIFE

face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

gpt-neo-fine-tuning-example

Fine-Tune EleutherAI GPT-Neo And GPT-J-6B To Generate Netflix Movie Descriptions Using Hugginface And DeepSpeed

grand-comics-database

Relational database on the grand comics data

homework

Homeworks within the course Applied Data Analysis

inference-results-nvcaffe

multi-model-forgetting

ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting

mvto-protocol

main-memory key-value store with Multi-Version Timestamp Ordering (MVTO) protocol.

parallel-hash-join-in-spark

OLAP database operators, columnar representation operators and distributed hash-join algorithm using scale-out framework Apache Spark

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

readings

Interesting readings and talks on computer science

rebel

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).

sent2vec

General purpose unsupervised sentence representations

sentiment-analysis-on-twitter-data

Sentiment analysis over twitter data (deep learning) in Python

snorkel

A system for quickly generating training data with weak supervision

stream-analytics

I make use of sketches and sliding window algorithms to improve performance of stream analytics using network monitoring as a pilot application (Internet service provider)

tile38

Tile38 is a geospatial database, spatial index, and realtime geofence. It supports a variety of object types including lat/lon points, bounding boxes, XYZ tiles, Geohashes, and GeoJSON. 🌐