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introduction_to_dnn

This repo contains some very basic concepts relating to DNN

kableextra

Construct Complex Table with knitr::kable() + pipe.

keras_lstm_diagram

Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.

khameel-hugo-academic

khameelbm

lectures

Lecture notes for EC 607

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llm-and-genai-in-engineering

A Collection of Papers on the Use of LLM and GenAI in Engineering

llm-course

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

llm-genai-articles-blogs-references

Goal: Basic compilation of resources for generative AI and large language models

mathart

Create mathematical art with R

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mfem

Lightweight, general, scalable C++ library for finite element methods

microfiniter

R codes for FEA of microscale structures using the modified couple stress theory

micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

ml_buckling_ann_dnn

mlops-zoomcamp

Free MLOps course from DataTalks.Club

nanotime

Nanosecond Resolution Time Functionality for R

nn-svg

Publication-ready NN-architecture schematics.

nn-zero-to-hero

Neural Networks: Zero to Hero

openai-cookbook

Examples and guides for using the OpenAI API

parttree

Simple package for plotting decision tree partitions in R

plotjuggler

The timeseries visualization tool that you deserve

practical-finite-element-simulations-with-solidworks-2022

Practical Finite Element Simulations with SOLIDWORKS 2022, published by Packt.

professional-programming

A collection of learning resources for curious software engineers

pymapdl

Pythonic interface to MAPDL

pymfem

Python Wrapper for MFEM (Lightweight, general, scalable C++ FEM library, http://mfem.org)

python-education

Reading list for ramping up with professional Python

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers