Pankaj Kumar's Projects
Temporal Causal Learning: A causal framework to perform End-to-End causal discovery and Inference using time-series data
Networking , N/W layer, Transport and Application Layer, Networking Service, Internet, Troubleshooting , N/W future
WebGL Globe Data Visualization as a ThreeJS reusable 3D object
Make OpenStreetMap vector tiles without the stack
A Library for Advanced Deep Time Series Models.
Time should be taken seer-iously
Shape and dimension inference (Keras-like) for PyTorch layers and neural networks
A toolbox for processing and analysing air traffic data
π§ A web app to generate template code for machine learning
A method for time series forecasting using a deep conditional generative model based in variational auto-encoders
π€Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Trax β Deep Learning with Clear Code and Speed
WIP to cluster time series
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
A playbook for systematically maximizing the performance of deep learning models.
Tools for atmospheric research
Uniform Manifold Approximation and Projection
Variable importance through targeted causal inference, with Alan Hubbard
Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)
Easy way to use virtualenv
A new bootable USB solution.
A Python to Vega translator
vpnify - transparently route traffic of a process through VPN
An IPython magic extension for printing date and time stamps, version numbers, and hardware information
A Python interface between Earth Engine and xarray for processing time series data
A WebGL-based 3D engine for technical visualization. Not actively maintained.
Make a project in 1 minute from a project template but keep updating it forever