Amit Singh's repositories
Implementing-Bayesian-CNN
Distribution over weights rather than explicit declaration with variational inference, a variant of convolutional neural networks (CNNs), in which the intractable posterior probability distributions over weights are inferred by Bayes by Backprop and use variational inference.
web3-squad-voodoo
Contains (will) codebase for Algovera R4 project https://forum.algovera.ai/t/defining-means-to-a-web3-project-finding-synergetic-collaborators-and-funders-in-a-dao/115
agenteval
Evaluating Agents without Rewards (https://arxiv.org/abs/2012.11538)
Manifold-Learning-and-t-SNE
Implementing manifold learning gradient and visualizing through t-SNE
meta-SGD
Stochastic gradient descent on MAML
nethack-agent
A repo for modeling an agent for nethack NeurIPS env
characterRendering
Created with CodeSandbox
crafter
Open world survival environment for reinforcement learning
deep-vector-quantization
VQVAEs, GumbelSoftmaxes and friends
Disease-Prediction-from-Symptoms
Disease Prediction based on Symptoms.
flacon-7b-template
flacon-7b-template for inferless
gym_experiments
OpenAI gym experiments
hugo-PaperMod
A fast, clean, responsive Hugo theme
learn2learn
A PyTorch Library for Meta-learning Research
metro
Chatbot for metro queries
Music-VAE
MusicVAE learns a latent space of musical sequences, providing different modes of interactive musical creation, including: random sampling from the prior distribution, interpolation between existing sequences, manipulation of existing sequences via attribute vectors or a latent constraint model.
notebooks
Notebooks using the Hugging Face libraries 🤗
PyNAnts
Ant Pheromone Trail Simulation
spectra-review-paper-competition
Competition for best expository article on cutting-edge ML research
VectorAdam
VectorAdam for Rotation Equivariant Geometry Optimization
WorldModels
World Models with TensorFlow 2