Pinned Repositories
aspect-based-sentiment-analysis
Given an aspect term in a sentence, predict the sentiment label for the aspect term
digit_recognition
Fully connected neural network for digit classification using MNIST data
farcry
Visualizing the longitudinal impact of cancer center funding patterns on state cancer rates over the years.
frequent-itemset-miner
A python implementation of the Multiple Support Apriori Algorithm
kernel-svm
Numpy based implementation of kernel based SVM
modular-gan
Keras model subclassing implementation of a GAN. Based on https://twitter.com/fchollet/status/1250622989541838848
neuromodulated-brc
Neuromodulated bistable recurrent cell from https://arxiv.org/abs/2006.05252
nmt-char
Modular rewrite of Assignment 5 of CS224n.
numpy-cnn
A numpy based CNN implementation for classifying images
ElefHead's Repositories
ElefHead/numpy-cnn
A numpy based CNN implementation for classifying images
ElefHead/aspect-based-sentiment-analysis
Given an aspect term in a sentence, predict the sentiment label for the aspect term
ElefHead/frequent-itemset-miner
A python implementation of the Multiple Support Apriori Algorithm
ElefHead/digit_recognition
Fully connected neural network for digit classification using MNIST data
ElefHead/kernel-svm
Numpy based implementation of kernel based SVM
ElefHead/neuromodulated-brc
Neuromodulated bistable recurrent cell from https://arxiv.org/abs/2006.05252
ElefHead/modular-gan
Keras model subclassing implementation of a GAN. Based on https://twitter.com/fchollet/status/1250622989541838848
ElefHead/nmt-char
Modular rewrite of Assignment 5 of CS224n.
ElefHead/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
ElefHead/GPU-Puzzles
Solve puzzles. Learn CUDA.
ElefHead/react-fundamentals-weatherApp
Application following the react tutorial by Tyler McGinnis.
ElefHead/slate-gun-viz
A D3.js application to visualize Gun Death victims data from Slate Magazine
ElefHead/tf2-seq2seq
TF2 and Keras implementation of the Seq2Seq Model
ElefHead/transformer
ElefHead/farcry
Visualizing the longitudinal impact of cancer center funding patterns on state cancer rates over the years.
ElefHead/autoprompt
AutoPrompt: Automatic Prompt Construction for Masked Language Models.
ElefHead/cudamode-lectures
Material for cuda-mode lectures
ElefHead/dockercoins
ElefHead/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
ElefHead/fsdl-text-recognizer-project
ElefHead/ganeshscribbles
ElefHead/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 ;)
ElefHead/pytorch-Deep-Learning
Deep Learning (with PyTorch)
ElefHead/Reversi
Code for finding the next step on reversi using Alpha Beta Pruning
ElefHead/rl-cancer-rates
Repository containing reinforcement learning experiments for SMART-ACT project using the QuBBD data
ElefHead/s4
Structured state space sequence models
ElefHead/sample-mlflow-iter
Repository to accompany blog post
ElefHead/sphinx-intro-tutorial
Introduction to Documentation with Sphinx and reStructuredText
ElefHead/Tensor-Puzzles
Solve puzzles. Improve your pytorch.
ElefHead/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs