amoudgl/smai-coursework

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Created about 9 years ago
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amoudgl/smai-coursework

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Statistical Methods in AI Coursework @ IIIT Hyderabad

short-jokes-dataset

Python scripts for building 'Short Jokes' dataset, featured on Kaggle

pygoturn

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

Jupyter Notebook

mosse-tracker

Implementation of MOSSE tracker in MATLAB: Visual Object Tracking using Adaptive Correlation Filters (CVPR 2010)

iir-bandstop-filter

Implementation of pipelined IIR bandstop filter in Verilog, C++ and MATLAB with fixed point arithmetic

funnybot

Funny text generation using character level LSTM model, featured in TED ideas

kNN-classifier

kNN classifier built in MATLAB.

pun-model

Clean python implementation of the paper "Computational Model for Linguistic Humor in Puns"

ai-bots

Reinforcement learning and AI algorithms evaluated on OpenAI gym environments

distributed-dtp

Distributed implementation of our proposed DTP algorithm parallelizing feedback weight training across GPUs (ICML 2022)

cv-coursework

Computer Vision Coursework @ IIIT Hyderabad

gsoc-2016

Google Summer of Code 2016: TMVA Project in Machine Learning @ CERN SFT

Jupyter Notebook

singlecycle-processor

16 bit single cycle processor in Verilog

mCam

Basic camera app using the new camera 2 API

ml-coursework

Machine Learning Coursework @ IIIT Hyderabad

neural-networks