Mainak Deb's Projects
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amFOSS tasks
Use a PyTorch dense-net to predict if a client subscribes to a term deposit
Code that I might need in the future
Use conditional-dcgans to generate realistic images of digits
Train a neural network to predict the quality of red-wine using chemical properties such as pH, density, alcohol percentage etc.
My take on the iconic MNIST dataset using a simple PyTorch Conv-net
Train a neural network to predict the prices of houses in Ames, Iowa.
Accelerate data driven research on embryos with deep learning models :microscope:
Generate images of Hand-written digits using GANs
deep-learning for metadata extraction from the C. elegans embryo
Classify 32x32x3 (RGB) images into one of 10 classes.
Detect distracted drivers using a trained CNN
Train a CNN to recognize facial expressions.
Simple example of federated learning using torch ignite and pysyft
Generate Synthetic Handwriting using PyTorch based Conditional-DCGANS
Find GitHub profiles by username
inference on GPT-J 6B (8 bit compression)
Classify images of Cats and Dogs using TensorFlow
The Unified AI Framework
Predict the method-of-action of drugs using a deep neural network.