Sharing Resources

2020-05-18 12:11:37 The NetHack Learning Environment


Facebook launched new Reinforcement Learning environment for training agents based on NetHack game. Nethack has nothing to do with what is considered common cybersecurity now, but it is an early terminal-based Minecraft (as a matter of fact one might say «console NetHack game» to go ‘all in’ in a word pun game).

NetHack is a wonderful RPG adventure game, happening in dungeon. Players control @ sign moving in ASCII-based environment, fighting enemies and doing quests. If you haven’t played it you are missing a whole piece of gaming culture and our editorial team kindly cheers you on at least trying to play it. Though now there lots of wikis and playing guides, canonicial way to play it is to dive into source code for looking up the keys and getting the whole idea of what to expect from different situations.

NLE uses python and ZeroMQ and we are looking forward to interesting applications or showcases to arise from this release.

Github: https://github.com/facebookresearch/nle
NetHack official page: http://nethack.org Open / Comment

2020-05-18 12:09:16 CREME – python library for online ML

All the tools in the library can be updated with a single observation at a time, and can therefore be used to learn from streaming data.

The model learns from one observation at a time, and can therefore be updated on the fly. This allows to learn from massive datasets that don't fit in main memory. Online machine learning also integrates nicely in cases where new data is constantly arriving. It shines in many use cases, such as time series forecasting, spam filtering, recommender systems, CTR prediction, and IoT applications. If you're bored with retraining models and want to instead build dynamic models, then online machine learning might be what you're looking for.

Here are some benefits of using creme (and online machine learning in general):
• incremental – models can update themselves in real-time
• adaptive – models can adapt to concept drift
• production-ready – working with data streams makes it simple to replicate production scenarios during model development
• efficient – models don't have to be retrained and require little compute power, which lowers their carbon footprint


api reference: https://creme-ml.github.io/content/api.html
github: https://github.com/creme-ml/creme Open / Comment

2019-12-21 01:51:21 Hello Techies,

We are looking for volunteers, who are passionate about to learn new things and give back to the community. We are building some projects to solve some of the problems faced by the developer community worldwide. For this, we look for #Developers, #FrontendDesigners, #GraphicsDesigners, and #Technical #Content #Writers. If anyone interested, please email us at globaltechtalks@gmail.com

Also check out our projects over here: https://lnkd.in/fHHB8Ui

Regards
Avni

#techjobs #developers #techtalksdelhi #techevents #globaltechtalks #community #developercommunity #writerscommunity Open / Comment

2019-12-13 18:24:35 For all the newbies looking for some good courses for web development, data science, deep learning, here is the chance for them to get free access to the courses as Facebook developers circle is launching training courses for the above mentioned technologies.
Here is your chance to be a part of the FDC Open classroom and get your hands dirty in tech.

The 2020 Developer Circles Training Courses focusing on 3 premium courses:
(i) *OpenClassrooms: Front-End Web Development*
(ii) *DataCamp: Data Science*
(iii) *Udacity: Deep Learning*

*All courses kick off Jan 13, 2020.*
To sign up, visit www.developercircleresources.com between Nov 25 - Dec 15, 2019 to get updates and complete an Interest Form:
http://bit.ly/fbtc2020
Let's start learning! #DevCTraining

All the courses are *FREE of cost* for people who apply via the above-mentioned link.
*STEPS TO SIGN UP*
1)Join Developer Circles Vellore Group at https://www.facebook.com/groups/DevCVellore
2)Fill the interest form and select Facebook Developer Circles: Vellore in the form.

*Deadline is 15th December,2019.*

*Fill this form to enroll*
http://bit.ly/fbtc2020 Open / Comment

2019-10-19 10:37:25 Telegram channel for every events updates
Hackathon Updates
https://t.me/HackathonUpdates Open / Comment

2019-08-20 01:37:39 https://github.com/ccxt/ccxt

#javascript Open / Comment

2019-08-20 01:36:46 https://github.com/nodegui/nodegui

#cplusplus Open / Comment

2019-08-20 01:35:59 https://github.com/firmai/machine-learning-asset-management

#machinelearning Open / Comment

2019-07-22 23:20:18 10 Copywriting Hacks That Work in 2019
http://bit.ly/2Y8TJnL
A Practical Guide to JavaScript From Scratch to Advanced
http://bit.ly/2SurjmZ
A Professional APP Development Course for iPhone and Android
http://bit.ly/2Y6icKf
Adobe After Effects CC : Logo Animation with Motion Graphics
http://bit.ly/2LxRXed
Advanced and Object Oriented JavaScript and ES6
http://bit.ly/30NjThx
After Effects CC: Create Stunning Video Transitions Quickly!
http://bit.ly/2Z78WHd
After Effects CC: The Complete Motion Graphics Course
http://bit.ly/2LzLbVb
Amazon Affiliates 2019 Hindi Tutorial Complete Course
http://bit.ly/32JiVVt Open / Comment

2019-07-22 23:20:12 Amazon Affiliates 2019 New Updated English Beginners Course
http://bit.ly/2Of0G6Y
AngularJS for Beginners, Single-Page Applications Made Easy
http://bit.ly/2y48lu2
Artificial Intelligence and Predictive Analysis using Python
http://bit.ly/2XsFjm8
Artificial Intelligence Content Creation Tools 2019
http://bit.ly/2LBZ59q
Artificial Intelligence for Business Applications
http://bit.ly/2K9KuPp
Artificial Intelligence for Business Applications
http://bit.ly/2XYYt48 Open / Comment