Philippe Rémy

keras-attention. Keras Attention Layer (Luong and Bahdanau scores).

keras-tcn. Keras Temporal Convolutional Network. Supports Python and R.

tensorflow-1.4-billion-password-analysis. Deep Learning model to analyze a large corpus of clear text passwords.

yolo-9000. YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!

keract. Layers Outputs and Gradients in Keras. Made easy.

name-dataset. The Python library for names.

deep-speaker. Deep Speaker: an End-to-End Neural Speaker Embedding System.

n-beats. Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

stanford-openie-python. Stanford Open Information Extraction made simple!

FX-1-Minute-Data. HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).

deep-learning-bitcoin. Exploiting Bitcoin prices patterns with Deep Learning.

timit. The DARPA TIMIT Acoustic-Phonetic Continuous Speech Corpus.

Deep-Learning-Tinder. Simple Tinder algorithm able to swipe left and right based on the recommendations of a pre-trained deep neural network (Machine Learning).

financial-news-dataset. Reuters and Bloomberg

cond_rnn. Conditional RNNs for Tensorflow / Keras.

expressvpn-python. ExpressVPN - Python Wrapper (IP auto switch).

my-first-bitcoin-miner. For the curious minds who want to understand how Bitcoin Blockchain works!

Order-Book-Matching-Engine. Order Book Matching Engine for Stock Exchanges (1us latency for matching)

easy-encryption. A very simple C++ module to encrypt/decrypt strings based on B64 and Vigenere ciper.

tensorflow-multi-dimensional-lstm. Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

tensorflow-class-activation-mapping. Learning Deep Features for Discriminative Localization (2016)

lead-lag. Estimation of the lead-lag parameter from non-synchronous data.

amazon-reviews-scraper. Yet another multi language scraper for Amazon targeting reviews.

tensorflow-ctc-speech-recognition. Application of Connectionist Temporal Classification (CTC) for Speech Recognition (Tensorflow 1.0 but compatible with 2.0).

tensorflow-phased-lstm. Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

fractional-differentiation-time-series. As described in Advances of Machine Learning by Marcos Prado.

google-news-scraper. Google News Scraper for languages like Japanese, Chinese... [VPN Support]

stock-volatility-google-trends. Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

mercari-python-api. The Python Mercari API.

japanese-words-to-vectors. Word2vec (word to vectors) approach for Japanese language using Gensim and Mecab.

Stanford-NER-Python. Stanford Named Entity Recognizer (NER) - Python Wrapper

3.7-billion-passwords-tools. Tools to manipulate the data behind Collection #1 (and #2–5) - AntiPublic.

very-deep-convnets-raw-waveforms. Tensorflow - Very Deep Convolutional Neural Networks For Raw Waveforms - https://arxiv.org/pdf/1610.00087.pdf

speaker-change-detection. Paper: https://arxiv.org/abs/1702.02285

tensorflow-maxout. Maxout Networks TensorFlow implementation presented in https://arxiv.org/abs/1302.4389

keras-seq2seq-example. Toy Keras implementation of a seq2seq model with examples.

tensorflow-cnn-time-series. Feeding images of time series to Conv Nets! (Tensorflow + Keras)

python-darknet-yolo-v4. Python to interface with Darknet Yolo V4 (multi GPU with load balancer supported).

tensorflow-fifo-queue-example. Example on how to use a Tensorflow Queue to feed data to your models.

vision-api. Google Vision API made easy!

Statistical-Arbitrage. Using Particle Markov Chain Monte Carlo

beer-dataset. The biggest beer database is in this repo!

bitmex-liquidations. Minimal code to show how to receive the liquidations in realtime on Bitmex.

advanced-deep-learning-keras. File repository for the course [Advanced Deep Learning with Keras]. Packt Publishing.

tensorflow-grid-lstm. Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)

Facebook-Profile-Pictures-Downloader. :satisfied: Download public profile pictures from Facebook.

bitcoin-market-data. Largest tick market data for Bitcoin (mirror server of bitcoincharts.com).

instant-music-playlist-downloader. Download MP3 songs from the web.

information-extraction-with-dominating-rules. Information extraction based on Stanford open IE Library and domination decision rules. http://philipperemy.github.io/information-extract/

NiceHash-api-monitoring-client. Simple NiceHash client to monitor your mining rigs. Configure alerts and emails!

Sentiment-Analysis-NLP. Sentiment Analysis applied to different datasets such as IMDB

keras-sde-net. Keras implementation of SDE-Net (ICML 2020).

keras-frn. Keras Filter Response Normalization Layer.

Peer-Group-Analysis-Clustering. Unsupervised Clustering of Time Series using Peer Group Analysis PGA

python-pubsub. A simple python implementation of a message router with many subscribers and many publishers.

fxrt. Realtime FX prices from the Oanda broker.

Leboncoin. Management of small ads (editing, publishing, deleting, re-publishing)

Ransac-Java. Implementation of the Ransac algorithm written in Java.

Github-full-data-set. Generating GitHub data (~1M repositories May 2017).

digital-setting-circles. Compatible with Raspberry Pi. Setting circles are used on telescopes equipped with an equatorial mount to find astronomical objects in the sky by their equatorial coordinates.