Bhaskar Dutta's repositories
ADD-GAN
Anomaly Detection Discriminative GAN (ADD-GAN)
bayseg
An unsupervised machine learning algorithm for the segmentation of spatial data sets.
benchmark_VAE
Unifying Generative Autoencoder implementations in Python
cnn-fixations
Visualising predictions of deep neural networks
composer
train neural networks >2x faster
contrastive_loss
Experiments with supervised contrastive learning methods with different loss functions
crop_yield_prediction
Crop Yield Prediction with Deep Learning
data
Data and code behind the stories and interactives at FiveThirtyEight
diracnets
Training Very Deep Neural Networks Without Skip-Connections
image-quality-assessment-python
Python code to compute features of classic Image Quality Assessment models
imgaug
Image augmentation for machine learning experiments.
Interactive_Tools
Interactive Tools for Machine Learning, Deep Learning and Math
LlamaAcademy
A school for camelids
llmtune
4-Bit Finetuning of Large Language Models on One Consumer GPU
MaizeSNPDB
A comprehensive database for efficient retrieve and analysis of SNPs among 1210 maize lines
ML-from-scratch-seminar
This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.
mmvae
Multimodal Mixture-of-Experts VAE
multimodal-vae-public
A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)
pretrained-models.pytorch
Pretrained ConvNets for pytorch: ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc.
rec-attend-public
Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"
redtail
AI framework for autonomous mobile robotics.
SeqBreed
A python tool to evaluate genomic prediction in complex scenarios
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
tensorpack
A Neural Net Training Interface on TensorFlow
transformers
Understanding large language models
YellowFin
auto-tuning momentum SGD optimizer