Additi Pandey's repositories
Contrastive-Learning-via-FFA
I tried implementing a simple unsupervised example of Forward-Forward algorithm mentioned in the paper by Geoffrey Hinton.
Conceptual_Programming_with_Python_solutions
Solutions to all the exercises of Conceptual Programming in Python by Thorsten Altenkirch and Isaac Triguero
A-BAD-RENDEZVOUS-OF-LOG_PROB
Contains my paper describing the failed attempt to trying to express the correlation between formulation of probability and logarithms to imply causation between the two.
Amazon-Interview-
Set of problems asked in Amazon interview
Decision_Tree_Implementation
Implementing Decision Tree by creating Decision Tree Classifier Algorithm as well as by sklearn.tree library using pydotplus and graphviz
forward_forward_algorithmm
Implementation of Geoffrey Hinton's forward forward algorithm in tensorflow
ForwardForwardAlgorithm
Plug and play modules to boost the performances of your AI systems 🚀
Gradient-Descent
Boston Dataset and Combined Cycle Power Plant dataset
Learning-Python-Physics-Informed-Machine-Learning-PINNs-DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Linear-Regression
Making sense of the sklearn datasets
Logistic_Regression
Classifying Titanic Dataset
NavigatingThroughPyTorch
A quick overview of everything in PyTorch
playdate-with-dateme.directory
Analysing the frequency everything in the directory
Statistics-for-Data-Science
This contains materials used in my blogspot- Introduction to Statistics
Unsupervised-Learning_Recommender-Systems_Reinforcement-Learning
Andrew Ng's Machine Learning specialisation part 3 notes and practice work.