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Amit Singh's Projects

agenteval icon agenteval

Evaluating Agents without Rewards (https://arxiv.org/abs/2012.11538)

aix360 icon aix360

Interpretability and explainability of data and machine learning models

amazon-fine-food-review icon amazon-fine-food-review

Machine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review

crafter icon crafter

Open world survival environment for reinforcement learning

hsdn icon hsdn

Analysis of the human symptoms–disease network

implementing-bayesian-cnn icon 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.

music-vae icon 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.

networkanalyser icon networkanalyser

Data Packet Processing using Shell Scripts, writing of the same into mysql database after segregation via tcpdump and script commands on network established over LAN on a Linux based system (Ubuntu 18.04).

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

objectdetection icon objectdetection

TensorFlow’s Object Detection API on the Raspberry Pi. By following the steps in this guide, you will be able to use your Raspberry Pi to perform object detection on live video feeds from a Picamera or USB webcam

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