Praateek Mahajan's repositories
TrojanNN-Pytorch
Implementation of https://github.com/PurduePAML/TrojanNN
machinelearningconcepts
A list of tutorials that helped me understand certain concepts.
movie-meta-fetch
Fetch metadata of your movies easily with this script and save them in a html file to view/search for movies according to genre, awards, imdb rating.
action_recognition_ucf101
So far limited work has been done in using temporal features for feature detection, my aim is to either compare the latest state of the art tools for action recognition or to implement a vanilla solution.
moving-mnist-vae
Experiments to learn latent representation/physical information about moving mnist dataset.
predict-speed-using-dashcam
Trying to predict speed of vehicle using just dashcam (monocular) with CNN style architectures, using Optical Flow as inputs.
Algorithms_practice
Some practice questions while preparing for interviews.
cudf
cuDF - GPU DataFrame Library
kubernetes-workshop
⚙️ A Gentle introduction to Kubernetes with more than just the basics. 🌟 Give it a star if you like it.
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
spark
Apache Spark - A unified analytics engine for large-scale data processing
tempo
The purpose of this project is to provide an API for manipulating time series on top of Apache Spark. Functionality includes featurization using lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, and downsampling & interpolation. This has been tested on TB-scale of historical data and is unit tested for quality purposes.
xgboost
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