Ganesh Jagadeesan (ElefHead)

ElefHead

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Location:New York

Twitter:@ElefHead

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uic-evl

Ganesh Jagadeesan's repositories

numpy-cnn

A numpy based CNN implementation for classifying images

aspect-based-sentiment-analysis

Given an aspect term in a sentence, predict the sentiment label for the aspect term

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frequent-itemset-miner

A python implementation of the Multiple Support Apriori Algorithm

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digit_recognition

Fully connected neural network for digit classification using MNIST data

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kernel-svm

Numpy based implementation of kernel based SVM

neuromodulated-brc

Neuromodulated bistable recurrent cell from https://arxiv.org/abs/2006.05252

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modular-gan

Keras model subclassing implementation of a GAN. Based on https://twitter.com/fchollet/status/1250622989541838848

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nmt-char

Modular rewrite of Assignment 5 of CS224n.

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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GPU-Puzzles

Solve puzzles. Learn CUDA.

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react-fundamentals-weatherApp

Application following the react tutorial by Tyler McGinnis.

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slate-gun-viz

A D3.js application to visualize Gun Death victims data from Slate Magazine

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tf2-seq2seq

TF2 and Keras implementation of the Seq2Seq Model

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farcry

Visualizing the longitudinal impact of cancer center funding patterns on state cancer rates over the years.

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cudamode-lectures

Material for cuda-mode lectures

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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GS-Algorithm

A bare-minimum implementation of the Gale Shapley algorithm for stable matching in python

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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pytorch-Deep-Learning

Deep Learning (with PyTorch)

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Reversi

Code for finding the next step on reversi using Alpha Beta Pruning

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rl-cancer-rates

Repository containing reinforcement learning experiments for SMART-ACT project using the QuBBD data

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sample-mlflow-iter

Repository to accompany blog post

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sphinx-intro-tutorial

Introduction to Documentation with Sphinx and reStructuredText

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Tensor-Puzzles

Solve puzzles. Improve your pytorch.

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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