hewramanwaran's repositories
AI-Dermatologist-e16
Convolutional Neural Network for melanoma classification
AppliedNLPMaterial
This is the repo for the online course "Applied NLP"
cs-video-courses
List of Computer Science courses with video lectures.
csinva.github.io
Slides, paper notes, class notes, blog posts, and research on ML ๐, statistics ๐, and AI ๐ค.
DeepUnderstandingOfDeepLearning
Python code accompanying the course "A deep understanding of deep learning (with Python intro)"
DeepWorks
A collection of Deep Learning projects and resources
emukit
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
HAM10000_ConvNet
Convolutional neural network capable of identifying skin lesions (based on the skin lesion image data set HAM10000).
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
innvestigate
A toolbox to iNNvestigate neural networks' predictions!
InterpretDL
InterpretDL: Interpretation of Deep Learning Models๏ผๅบไบใ้ฃๆกจใ็ๆจกๅๅฏ่งฃ้ๆง็ฎๆณๅบใ
Learn-NLP-V2
following the whole Machine Learning: Natural Language Processing in Python (V2) on Udemy
lime
Lime: Explaining the predictions of any machine learning classifier
machine-learning-articles
๐ง ๐ฌ Articles I wrote about machine learning, archived from MachineCurve.com.
medicare_FLASK_API
This is a final-year project backend primarily focused on image classification for melanoma skin cancer. I have implemented a Convolutional Neural Network (CNN) AI model for this purpose.
ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
open-llms
๐ A list of open LLMs available for commercial use.
proactive-examples
This repository centralizes all the proactive objects (workflows, rules,..)
Python-fo-Natural-Language-Processing
This is the repository for the course Natural Language Processing at Asian Institute of Technology. Covers word vectors, spaCy, PyTorch, HuggingFace.
Quantus
Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations
RocketMan-a-VR-videogame-created-with-Unity
A Virtual-Reality "escape-room-like" videogame for Oculus Quest, developed with Unity Engine using only the basic Oculus Framework. Game awarded as best game of the course ( year 2021/2022)
shap
A game theoretic approach to explain the output of any machine learning model.
sorobn
๐งฎ Bayesian networks in Python
sort-google-scholar
Sorting Google Scholar search results based on the number of citations
TorchEsegeta
TorchEsegeta: Interpretability and Explainability pipeline for PyTorch
VR-Game-Jam-Template
Starter Project using Unity XR Toolkit created for VR Jam 2023
xplique
๐ Xplique is a Neural Networks Explainability Toolbox
XR-Development-with-Unity
XR Development with Unity, published by Packt
zennit
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.