Ankit Shah's Projects
Flexible Feature Engineering & Exploration Library using GPUs and Optuna.
by ex-googlers, for ex-googlers - a lookup table of similar tech & services
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Improving XGBoost survival analysis with embeddings and debiased estimators
This is the 0.4 release of the Arcade Learning Environment (ALE), a platform designed for AI research. ALE is based on Stella, an Atari 2600 VCS emulator.
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Python library (C++ backend) for degree-preserving network randomization
Notebooks for fine-tuning the pre-trained Tensorflow YAMNet model
YOLO9000: Better, Faster, Stronger - Real-Time Object Detection. 9000 classes!
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Real-time multi-person tracker using YOLO v5 and deep sort
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
:arrow_double_down: Dumb downloader that scrapes the web
Starter code for working with the YouTube-8M dataset.
10th place solution to the 2nd YouTube-8M Video Understanding Challenge
Kaggle Youtube 8M WILLOW approach
Wrapper to download faster youtube-dl with aria to support multi-threaded-output
Provision PGP/YubiKeys securely (beta)
Build, evaluate, understand, and fix LLM-based apps
The official code repo for "Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data", in AAAI 2022
Zipline, a Pythonic Algorithmic Trading Library
zoofs is a Python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.