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alexa-lambda

Basic lambda function that uses the alexa sdk and is invoked when a voice command is sent to it through a third-party tool (echoism)

apirequestqueuer

Back-end code that queues incoming requests and sends them to a proxy server until status is changes to "resolved"

bbox_tool

Bounding box tool for Mask-RCNN image segmentation created using React

causalml

Uplift modeling and causal inference with machine learning algorithms

cloud-setup

Run scripts to setup a google cloud virtual instance

computer-vision-advancedlanedetection

Advanced Lane detection using OpenCV libraries

computer-vision-lanefindingalgorithm

Lane finding algorithm

computer-vision-trafficsignclassifier

Tensorflow model for classifying traffic signs (Adapted from LeNet model)

computer-vision-vehicledetection

Vehicle detection using an SVM classifier and computer vision methods

computer_vision_algos_cpp_cuda

Practice for coputer vision algorithms in C++ and CUDA

deep-learning-behaviourcloning

Keras model for creating a model that can drive a car through a racetrack

deep-rl

Deep reinforcement learning basics using tutorial: https://becominghuman.ai/lets-build-an-atari-ai-part-0-intro-to-rl-9b2c5336e0ec

deq

[NeurIPS'19] Deep Equilibrium Models

deq-jax

Transformers for vision and text tasks using the magic of DEQs

dynamicsharestablecreator

Creates a table using HTML, CSS, and JavaScript and calculates the shares of various users. It also allows for the dynamic creation of columns for additional users.

ec2-a1

Scalable Application

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

lambda-a2

ece1779 - Assignment 2

machine_learning_examples

A collection of machine learning examples and tutorials.

mamba-sandbox

Re-creating a simple implementation of Mamba using JAX and Pytorch.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mdeq

Multiscale Deep Equilibrium Models

micrograd

Inspired by Andrej Karpathy's amazing tutorial on micrograd [https://www.youtube.com/watch?v=VMj-3S1tku0]

mivos

[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

ml-algorithms

Coding practice for programming all ML algorithms from scratch in JAX/pytorch

models

Models and examples built with TensorFlow

naturallanguagecomputing-sentimentanalysis

Using Spacy and machine learning to perform sentiment analysis on reddit comments

nlp-jax