Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
1 "beginner-project" Awesome Lists
awesome-for-beginners
A list of awesome beginners-friendly projects.
awesome awesome-list beginner-project beginners-friendly list
64,050 stars
6,780 forks
239 projects
Last updated: 05 May 2024
Programming Languages
JavaScript
202
Python
120
Go
44
PHP
32
C#
30
Java
29
Swift
22
Rust
21
C++
19
Ruby
15
Kotlin
12
Shell
7
Dart
7
C
7
Scala
6
Lua
5
Crystal
3
R
3
Solidity
3
Common Lisp
3
ActionScript
2
Racket
2
Vala
2
Clojure
2
Julia
2
Objective-C
2
Haxe
2
Groovy
2
PowerShell
2
F#
2
Elixir
2
CSS
2
PureScript
1
Vim Script
1
V
1
Typst
1
TeX
1
Smalltalk
1
ABAP
1
Ada
1
CMake
1
CoffeeScript
1
Coq
1
D
1
Erlang
1
Game Maker Language
1
GDScript
1
Gleam
1
Limbo
1
Mathematica
1
Motoko
1
Nim
1
Nix
1
OCaml
1
Pascal
1
Keywords
awesome-list
2,435
awesome
2,222
machine-learning
321
list
294
deep-learning
280
resources
230
hacktoberfest
195
awesome-lists
184
lists
163
python
156
javascript
133
security
118
computer-vision
98
blockchain
98
artificial-intelligence
80
data-science
79
nlp
74
ai
73
react
72
open-source
68
curated-list
65
android
65
tools
65
chatgpt
62
natural-language-processing
59
ios
58
learning
57
ethereum
57
linux
56
devops
53
awesome-readme
53
css
52
papers
50
nodejs
47
reinforcement-learning
46
llm
42
computer-science
42
kubernetes
42
robotics
42
game-development
41
frontend
40
awesome-resources
39
macos
39
privacy
38
bitcoin
38
tutorial
37
php
37
collection
37
design
37
golang
37
cybersecurity
36
deep-neural-networks
36
openai
35
programming
35
large-language-models
35
datasets
34
development
34
java
34
rust
33
swift
32
books
32
web
32
cloud
32
hacking
32
cryptocurrency
32
paper
31
data
31
dataset
31
go
30
web3
30
data-visualization
29
iot
29
opensource
29
education
29
security-tools
29
database
28
neural-network
27
tutorials
27
vue
27
gamedev
27
aws
27
gpt
26
smart-contracts
25
tensorflow
25
html
25
research
24
collections
24
libraries
24
community
24
free
24
architecture
24
courses
24
flutter
23
ruby
23
docker
23
software
23
framework
22
developer-tools
22
gpt-4
22
solidity
21
game
21
typescript
21
react-native
21
video
21
automation
21
github
21
paper-list
21
games
20
documentation
20
gpt-3
20
api
20
reactjs
20
defi
20
object-detection
19
testing
19
angular
19
links
19
hardware
19
audio
19
algorithms
19
music
19
embedded
18
cpp
18
windows
18
awesomeness
18
pytorch
18
serverless
18
unity
18
bioinformatics
18
graph-neural-networks
17
federated-learning
17
data-mining
17
microsoft
17
youtube
17
productivity
17
visualization
17
web-development
17
computer-graphics
17
dotnet
17
best-practices
17
cryptography
17
mobile
17
survey
17
hacktoberfest-accepted
17
ml
17
raspberry-pi
17
segmentation
16
infosec
16
deeplearning
16
programming-language
16
pentesting
16
cloud-computing
16
r
16
git
16
kotlin
16
csharp
16
containers
16
awsome
16
startups
16
osint
15
slam
15
azure
15
time-series
15
penetration-testing
15
ui
15
knowledge-graph
15
interview
15
science
15
markdown
15
microservices
14
machinelearning
14
image-processing
14
decentralized
14
c
14
front-end
14
data-analysis
14
website
14
chinese
14
language
14
software-engineering
14
llms
14
django
14
graph
14
awsome-list
14
transformer
14
self-supervised-learning
14
graphql
14
neural-networks
14
saas
13
vuejs
13
optimization
13
roadmap
13
cli
13
apple
13
deep-reinforcement-learning
13
crypto
13
autonomous-driving
13
opendata
13
marketing
13
gis
13
reverse-engineering
13
coding
13
cloud-native
13
guidelines
13
ros
13
python3
13
jobs
13
blogs
13
webgl
13
game-engine
13
chatbot
13
multimodal
13
knowledge
12
mysql
12
svelte
12
data-engineering
12
stable-diffusion
12
autonomous-vehicles
12
engineering
12
bugbounty
12
podcast
12
startup
12
cms
12
mathematics
12
wordpress
12
bash
12
speech-recognition
12
big-data
12
statistics
12
sql
12
webassembly
12
finance
12
bert
11
gan
11
laravel
11
library
11
analytics
11
dart
11
curated
11
hacktoberfest2020
11
microservice
11
monitoring
11
icons
11
pentest
11
generative-adversarial-network
11
malware-analysis
11
detection
11
llama
11
multimodal-deep-learning
11
prompt-engineering
11
generative-ai
11
code
11
diffusion-models
11
dapp
11
elasticsearch
11
distributed-systems
11
prompt
10
p2p
10
static-analysis
10
generative-art
10
seo
10
mlops
10
rails
10
storage
10
algorithm
10
networking
10
android-development
10
node
10
malware
10
self-hosted
10
performance
10
representation-learning
10
pwa
10
graphics
10
articles
10
text-mining
10
unicorns
10
question-answering
10
dotnet-core
10
automl
10
data-structures
10
wasm
10
vscode
10
devsecops
10
open-data
10
apps
10
evm
10
model-compression
10
terminal
10
telegram
10
backend
10
graphics-programming
10
unity3d
10
point-cloud
10
cheatsheet
10
resource
10
android-library
10
ecommerce
10
recommender-system
10
remote-sensing
9
movies
9
design-systems
9
webpack
9
authentication
9
software-development
9
front-end-development
9
swiftui
9
semantic-web
9
simulation
9
podcasts
9
technology
9
plugins
9
blog
9
interview-questions
9
quantization
9
pose-estimation
9
guide
9
oss
9
fuzzing
9
react-components
9
developer
9
search-engine
9
js
9
planning
9
search
9
transfer-learning
9
databases
9
leadership
8
vr
8
course
8
gpts
8
prometheus
8
sentiment-analysis
8
infrastructure-as-code
8
cross-platform
8
quantum-computing
8
speech-processing
8
projects
8
system-design
8
cv
8
explainable-ai
8
hacktoberfest2021
8
article
8
ubuntu
8
microservices-architecture
8
geospatial
8
book
8
pruning
8
ansible
8
edge-computing
8
reddit
8
discord
8
3d-graphics
8
google
8
augmented-reality
8
trading
8
classification
8
videos
8
powershell
8
haskell
8
command-line
8
chatgpt-api
8
transformers
8
xcode
8
spring-boot
8
jupyter-notebook
8
reading-list
8
terraform
8
postgresql
8
json
8
erlang
8
free-software
8
operating-system
8
neural-architecture-search
8
korean
8
foss
8
creative-coding
8
ux
8
indonesia
8
multimodal-learning
8
art
8
fpga
8
vision-and-language
8
ctf
8
text-to-image
8
management
8
bsd
8
nerf
8
language-model
8
frameworks
8
mac
8
yolo
7
few-shot-learning
7
machine-learning-algorithms
7
cvpr
7
reference
7
speech-to-text
7
checklist
7
flutter-apps
7
readme
7
gaming
7
adversarial-attacks
7
ui-design
7
hosting
7
semantic-segmentation
7
time-series-analysis
7
beginner-friendly
7
arduino
7
rest-api
7
btc
7
conference
7
vulnerabilities
7
load-testing
7
ros2
7
forensics
7
application
7
maps
7
hacking-tools
7
speech
7
k8s
7
curated-lists
7
websites
7
paas
7
map
7
ide
7
flutter-examples
7
spark
7
nosql
7
sysadmin
7
applications
7
chinese-translation
7
opengl
7
healthcare
7
drug-discovery
7
3d-vision
7
learning-resources
7
ionic
7
bookmarks
7
infrastructure
7
developers
7
adversarial-machine-learning
7
xai
7
animation
7
webcomponents
7
gpu
7
fintech
7
email
7
interpretability
7
notes
7
fairness
7
bots
7
nginx
7
font
7
distributed-database
7
programming-languages
7
open-science
7
flask
7
static-site-generator
7
twitter
7
in-context-learning
7
conferences
7
chemistry
7
lightning-network
7
blockchain-technology
7
wordpress-plugin
7
job-board
6
medical-imaging
6
virtual-reality
6
automotive
6
cicd
6
politics
6
ontology
6
interview-preparation
6
rdf
6
social-network
6
lidar
6
robot
6
career
6
linux-desktop
6
gpt4
6
signal-processing
6
cheatsheets
6
self-driving-car
6
redux
6
production
6
model
6
hacks
6
sre
6
ocr
6
meta-learning
6
product-management
6
electron
6
redteaming
6
aigc
6
knowledge-base
6
sora
6
tips
6
it
6
hacktoberfest2022
6
low-code
6