Pinned Repositories
Algo
Algorithms required for Competitive Programming
Androidified-master
asciinema
Terminal session recorder 📹
Business-Card-Scanner
C
All Algorithms implemented in C
CameraManager
Simple Swift class to provide all the configurations you need to create custom camera view in your app
corefx
This repo contains the .NET Core foundational libraries, called CoreFX. It includes classes for collections, file systems, console, XML, async and many others. We welcome contributions.
cs75
Dynamic Websites
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Siraj_Course_How-to-Do-Linear-Regression-using-Gradient-Descent
# linear_regression_live This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube ## Overview This is the code for [this](https://youtu.be/uwwWVAgJBcM) video on Youtube by Siraj Raval. I'm using a small dataset of student test scores and the amount of hours they studied. Intuitively, there must be a relationship right? The more you study, the better your test scores should be. We're going to use [linear regression](https://onlinecourses.science.psu.edu/stat501/node/250) to prove this relationship. Here are some helpful links: #### Gradient descent visualization https://raw.githubusercontent.com/mattnedrich/GradientDescentExample/master/gradient_descent_example.gif #### Sum of squared distances formula (to calculate our error) https://spin.atomicobject.com/wp-content/uploads/linear_regression_error1.png #### Partial derivative with respect to b and m (to perform gradient descent) https://spin.atomicobject.com/wp-content/uploads/linear_regression_gradient1.png ## Dependencies * numpy Python 2 and 3 both work for this. Use [pip](https://pip.pypa.io/en/stable/) to install any dependencies. ## Usage Just run ``python3 demo.py`` to see the results: ``` Starting gradient descent at b = 0, m = 0, error = 5565.107834483211 Running... After 1000 iterations b = 0.08893651993741346, m = 1.4777440851894448, error = 112.61481011613473 ``` ## Credits Credits for this code go to [mattnedrich](https://github.com/mattnedrich). I've merely created a wrapper to get people started.
Sam9905's Repositories
Sam9905/Androidified-master
Sam9905/asciinema
Terminal session recorder 📹
Sam9905/C
All Algorithms implemented in C
Sam9905/CameraManager
Simple Swift class to provide all the configurations you need to create custom camera view in your app
Sam9905/corefx
This repo contains the .NET Core foundational libraries, called CoreFX. It includes classes for collections, file systems, console, XML, async and many others. We welcome contributions.
Sam9905/Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Sam9905/es6.io
🔥 Starter Files to Learn with ES6 for Everyone
Sam9905/flutter
Flutter makes it easy and fast to build beautiful mobile apps.
Sam9905/GemSelections
Sam9905/hacktoberfest-meetup-IOSD
Students are supposed to send a pull request with the following details:
Sam9905/Handwritten-Digit-classifier
Handwritten digit recognition system trained on MNIST data.
Sam9905/interviews
Everything you need to know to get the job.
Sam9905/keras
Deep Learning for humans
Sam9905/labs.fossasia.org
Projects Website for FOSSASIA http://labs.fossasia.org
Sam9905/laravel
A PHP framework for web artisans
Sam9905/lottie-android
Render After Effects animations natively on Android and iOS, Web, and React Native
Sam9905/Machine_Learning_Journey
This is the Curriculum for "Machine Learning Journey" By Siraj Raval on Youtube
Sam9905/Optimus
:rocket: Optimus is the missing framework for cleansing (cleaning and much more), pre-processing and exploratory data analysis in a distributed fashion with Apache Spark.
Sam9905/phimpme-android
Phimp.me - Photo Image Editor App https://phimp.me
Sam9905/pyre-check
Performant type-checking for python.
Sam9905/rust
A safe, concurrent, practical language.
Sam9905/scikit-learn
scikit-learn: machine learning in Python
Sam9905/sequelize
An easy-to-use multi SQL dialect ORM for Node.js
Sam9905/servo
The Servo Browser Engine
Sam9905/soc
CNCF + Summer of Code
Sam9905/Syntax
A website for the Syntax Podcast
Sam9905/tensorflow
Computation using data flow graphs for scalable machine learning
Sam9905/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
Sam9905/vscode
Visual Studio Code
Sam9905/Whatsapp-Automation-Bot