foml

Foundations of Machine Learning

glove-implementation

GLoVe Implementation using matrix Factorization. SVD

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

hands-on-machine-learning-with-cpp

Hands-On Machine Learning with C++, published by Packt

hands-on-transfer-learning-with-python

Deep learning simplified by transferring prior learning using the Python deep learning ecosystem

human-activity-recognition

image-caption-generation

Image Captioning: Implementing the Neural Image Caption Generator

image-captioning

Neural caption generator using CNN-LSTMs

image-combiner

Autoencoder neural network built for combining images by encoding two separate images together and decoding the result.

imagebasedmodellingedu

k-means

Implementation of K-Means from scratch

k-nearest-neighbor-implementaion

Implementation of K-Nearest neighbor Algorith in python3

kerneldensityestimation

Kernel Density Estimation

koan

A word2vec negative sampling implementation with correct CBOW update.

libdynd

C++ dynamic ndarray library, with Python exposure

libjpeg

Independent JPEG Group's JPEG software

libpng

LIBPNG: Portable Network Graphics support, official libpng repository

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-large-language-models

Notebooks for Large Language Models (LLMs) Specialization

logistic-regression-from-scratch

logistic-regression-with-advanced-optimizers

Implementation of SGD, SGD with momentum, Nestrov, AdaGrad, AdaDelta, RMSProp, Adam, ADAMAX in Logistic Regression

lstm-dlnn2020

Character-LSTM implementation in Numpy

lstm-in-numpy-gen-java

This is an LSTM that generates Java code

lstm-numpy

A numpy implementation of an LSTM learning the lyrics of songs from Eminem.

lstm-numpy-2

Building Long Short-Term Memory only using NumPy

lstm-numpy-3

Implementation of LSTM by only using NumPy

lstm-numpy-cifg

The implementation of the LSTM network from scratch using Numpy in Python, and the training of a simple word level language model

lstm-rnn-in-numpy

Implementation of long-short term memory recurrent neural network using only numpy

lstms