fil82's repositories
ad_examples
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
apache-spark-internals
The Internals of Apache Spark
awesome-full-stack-machine-courses
Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.
barlowtwins
PyTorch implementation of Barlow Twins.
ClinicalTransformerNER
a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms
COVID-QA
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
dash_on_flask
Dash on Flask with login_required (and application factory pattern)
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.
Django-Styleguide
Django styleguide used in HackSoft projects
doccano
Open source annotation tool for machine learning practitioners.
dockerfile-plus
Docker Buildx Support for Composition of Dockerfiles
event-sourcing-examples
Example code for my building and deploying microservices with event sourcing, CQRS and Docker presentation
faust
Python Stream Processing
feedback2
code for feedback 2.0 competition
FinRL-Library
A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance.
muzero-general
MuZero
pycls
Codebase for Image Classification Research, written in PyTorch.
pysystemtrade
Systematic Trading in python
SegLoss
A collection of loss functions for medical image segmentation
Spark-Programming-In-Python
Apache Spark 3 - Spark Programming in Python for Beginners
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
transformer-deploy
Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
unilm
UniLM AI - Large-scale Self-supervised Pre-training across Tasks, Languages, and Modalities