Ankit Shah's Projects
PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning"
Dataset of head and neck CT scans and segmentations in NRRD format.
Sequence modeling benchmarks and temporal convolutional networks
TCN-based Speech Enhancement
This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview
Study materials for SE/CS technical interviews
Technical Interview Preparation - Cheatsheet
Exploiting temporal context for 3D human pose estimation in the wild: 3D poses for the Kinetics dataset
Implementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch
A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"
An Open Source Machine Learning Framework for Everyone
Code repository for TensorFlow Machine Learning Cookbook by Packt
ResNet model in TensorFlow
A TensorFlow implementation of DeepMind's WaveNet paper
EMNLP 2017 (Oral): Tensor Fusion Network for Multimodal Sentiment Analysis Code
A library for easy and efficient manipulation of tensor networks.
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
The TensorRT Inference Server provides a cloud inferencing solution optimized for NVIDIA GPUs.
Debugging, monitoring and visualization for Deep Learning and Reinforcement Learning from Microsoft Research
The new Windows Terminal and the original Windows console host, all in the same place!
Terminal settings for bash, vim etc.
To evaluate short-term test-retest repeatability of a deep learning architecture (U-Net) in slice- and lesion-level detection and segmentation of clinically significant prostate cancer (csPCa: Gleason grade group > 1) using diffusion-weighted imaging fitted with monoexponential function.
Python library to easily log experiments and parallelize hyperparameter search for neural networks
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
Tensorflow implementation of Neural Process family
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.