github.com
openai/gym
· gym - A toolkit for developing and comparing reinforcement learning algorithms. · Shared by 20, including David Garner, Nico Müller 🇺🇦, Jacob du Toit, Elena Neira, Dr. Ganapathi Pulipaka 🇺🇸
github.com
josephmisiti/awesome-machine-learning
· awesome-machine-learning - A curated list of awesome Machine Learning frameworks, libraries and software. · Shared by 84, including William El Kaim, shishir das, Chung, rohit, Jesús Torres 👩💻, Ludovic Claude, Bernhard Huessy, Philippe, yawniek 📯, Jacob du Toit, Nico Müller 🇺🇦, Moritz Klack
Machine Learning Mastery
Continuous Probability Distributions for Machine Learning
13+ min · · The probability for a continuous random variable can be summarized with a continuous probability distribution. Continuous probability distributions are encountered in machine learning, most notably in… · Shared by 29, including Dr. Ganapathi Pulipaka 🇺🇸, Jacob du Toit, Carla Gentry 🎶
Towards Data Science
From Scratch: Bayesian Inference, Markov Chain Monte Carlo and Metropolis Hastings, in python
20+ min · · Shared by 14, including Carla Gentry 🎶, Jacob du Toit
cmdlinetips.com
Probability Distributions in Python with SciPy and Seaborn
6 min · · Learn how to generate random numbers from probability distributions like Normal, Beta, Poisson and distributions using SciPy & visualize them · Shared by 4, including Jacob du Toit
pbpython.com
Monte Carlo Simulation with Python
9 min · · Performing Monte Carlo simulation using python with pandas and numpy. · Shared by 8, including Jacob du Toit, Real Python
numpy.org
Random Generator¶
6 min · · The Generator provides access to a wide range of distributions, and served as a replacement for RandomState. The main difference between the two is that Generator relies on an additional BitGenerator… · Shared by 4, including Jacob du Toit
youtube.com
Monte Carlo Simulation Analysis
· Monte Carlo Simulation Class Lecture Powerpoint https://drive.google.com/open?id=0Bz9Gf6y-6XtTV3lXM0dlUDA0MjQ Implement Monte Carlos Simuation in Microsoft E... · Shared by 2, including Jacob du Toit
mlu-explain.github.io
MLU-Explain
1 min · · Visual explanations of core machine learning concepts. · Shared by 38, including Jacob du Toit, Marcus Borba, Vikram Dutt, @JanWillemTulp@vis.social, Tactical Tech, Nico Müller 🇺🇦, Bob E. Hayes
analyticsindiamag.com
How to visualise different ML models using PyCaret for optimization?
5 min · · Optimizing models using tabular results makes the procedure complex and time-consuming. Visualizing results in a good manner is very helpful. · Shared by 15, including Jacob du Toit
visual-design.net
How to Self-Learn Data Science in 2022
16+ min · · A Project Based Approach to Get Started in Data Science · Shared by 21, including Giuliano Liguori, Jacob du Toit
Analytics Insight
Top 10 Machine Learning Algorithms Data Scientists should Master
3 min · · In a machine learning model, the goal is to establish or discover patterns that people can use to make predictions or categorize information. Here are the top 10 machine learning algorithms that data… · Shared by 9, including Jacob du Toit
analyticsindiamag.com
Step-by-step guide to build a simple neural network in PyTorch from scratch
4 min · · We will demonstrate a Step-by-step Guide to Build a Simple Neural Network in PyTorch for multiclass classification from scratch · Shared by 10, including Jacob du Toit, Marcus Borba
betterdatascience.com
3 Ways to Tune Hyperparameters of Machine Learning Models with Python
20+ min · · From scratch to Grid Search — hands-on examples included. · Shared by 8, including Jacob du Toit, Dr. Ganapathi Pulipaka 🇺🇸
KDnuggets
The Ultimate Scikit-Learn Machine Learning Cheatsheet
7 min · · With the power and popularity of the scikit-learn for machine learning in Python, this library is a foundation to any practitioner's toolset. Preview its core methods with this review of predictive… · Shared by 16, including Jacob du Toit, Carla Gentry 🎶
Towards Data Science
How to Build Amazing AI Use Cases under 10 Mins using GPT-3?
7 min · · Shared by 6, including Jacob du Toit