• Log InLog In
  • Register
Liquid`
Team Liquid Liquipedia
EDT 00:00
CEST 06:00
KST 13:00
  • Home
  • Forum
  • Calendar
  • Streams
  • Liquipedia
  • Features
  • Store
  • EPT
  • TL+
  • StarCraft 2
  • Brood War
  • Smash
  • Heroes
  • Counter-Strike
  • Overwatch
  • Liquibet
  • Fantasy StarCraft
  • TLPD
  • StarCraft 2
  • Brood War
  • Blogs
Forum Sidebar
Events/Features
News
Featured News
[ASL22] Ro8 Preview: Within Reach5[ASL22] Ro8 Preview: In A Tizzy11[ASL22] Ro16 Preview: Holy Diver5[ASL22] Ro16 Preview: Rough Waters10[ASL22] Ro24 Preview: Siren's Call8
Community News
StarCraft II 5.0.17 PTR Patch Notes (Sept 30, 2026)54Weekly Cups (Sept 21-27): herO and ByuN double2Weekly Cups (Sep 13-20): herO scores triple3BSL Season 2313Weekly Cups (Sep 7-12): SHIN, ByuN, MaxPax double down1
StarCraft 2
General
How do you feel about the mass reverts in the 5.0.17 PTR? StarCraft II 5.0.17 PTR Patch Notes (Sept 30, 2026) SC4ALL: II SC2 Complete Invited Player Lineup StarCraft open world shooter announced at BlizzCon Weekly Cups (Sept 21-27): herO and ByuN double
Tourneys
Sea Duckling Open (Global, Bronze-Diamond) Stellar Fest TWO the Moon (Dec 16-20) 2026 GSTL Grand Finals SC2 INu's Battles#21 [ 3-Days tournament ] ScienceCraft (October 24-25) - Live Event
Strategy
[H] ZvP Mid-Late Game: Stalkers Collossi HT
Custom Maps
[M] (2) Sweltering Sands [M] (2) Frigid Storage
External Content
The PondCast: SC2 News & Results Mutation # 545 And Drops and Rifts Mutation # 544 Double Trouble Mutation # 543 Enhanced Defenses
Brood War
General
Bot on ladder Fantasy returning? BW General Discussion ASL22 General Discussion a Announcement on the JEDI Ringing
Tourneys
[ASL22] Ro8 Day 4 [Megathread] Daily Proleagues [ASL22] Ro8 Day 3 [ASL22] Ro8 Day 2
Strategy
Cliff Jump Revisited (1 in a 1000 strategy) Replay Review Process - What do you do? Simple Questions, Simple Answers Odyssey Mineral Stack Saturation
Other Games
General Games
Nintendo Switch Thread General RTS Discussion Thread Warcraft III: The Frozen Throne Stormgate/Frost Giant Megathread Total Annihilation Zero
Dota 2
Dota 2 Champions League Season 3 Begins April 25! Official 'what is Dota anymore' discussion
League of Legends
[TL LoL EUW IHs] Teemo shall perish
Heroes of the Storm
Heroes of the Storm 2.0
Hearthstone
Deck construction bug
TL Mafia
TL Mafia Community Thread
Community
General
Things Aren’t Peaceful in Palestine Canadian Politics Mega-thread US Politics Mega-thread Russo-Ukrainian War Thread Artificial Intelligence Thread
Fan Clubs
Serral Fan Club
Media & Entertainment
Movie Discussion! [Manga] One Piece Diablo Animated Series on Netflix
Sports
Football (Soccer) Thread MLB/Baseball 2023
World Cup 2022
Tech Support
Computer Build, Upgrade & Buying Resource Thread
TL Community
Recent Gifted Posts
Blogs
[ASL22] Ro4 Day1 Ticket Giv…
bITt.mAN
Escaping Into Video Games: G…
TrAiDoS
38 yo Retired SWE loo…
PurE)Rabbit-SF
Can Bots Beat Pros?? Starcr…
namkraft
[meme] I finally understa…
LUCKY_NOOB
Regacy Esports:Our Goa…
regacyesports
Customize Sidebar...

Website Feedback

Closed Threads



Active: 7446 users

Collecting SC2 Replays for MachineLearning Project

Blogs > pdc
Post a Reply
pdc
Profile Blog Joined November 2010
23 Posts
April 28 2012 10:26 GMT
#1
I'm looking to do a project related to SC2 in my university/college machine learning course.

Basically I want replays, a ton of them. I'm looking for ideas/suggestions as to how I can gather replay files.

Here are my general thoughts so far.

I'm going to email the skillcraft guys (http://skillcraft.ca) to see if they can release their replays (altho I highly doubt they will due to confidentiality).

I don't want to use replays of bronze - diamond level games uploaded to replay sites since those games were uploaded for a reason (i.e. something rare occurred) so they wont be representative of the typical bronze - diamond level game. I would assume that a cannon-rush or 6-10 pool would be quite common in bronze - diamond but how many of these replays would actually make it to a replay site? Probably very few.

I've searched TL and reddit and as far as i can tell Skillcraft was the only attempt so far to gather replays from the entire community. Perhaps there was some study that I've missed? or some collection of replays that exists already?

There's also day9 who gathers I imagine hundreds/thousands of replays per week for his various dailies. But again I feel as though these would all be skewed in some way or another due to the theme of that particular week. I doubt anyone who suffers a standard (i.e. boring) win/loss in the lower leagues would send in the replay to day9. But if day9 were to put out a call for any replays, good or bad, that would work fine. So if someone who can contact him directly is reading this, ask if he would do a "give me everything" type replay collection for me, that'd be awesome :D

I'll also see if I can get replays from my local starcraft society (sydney, australia). They have a few hundred members so that could be promising. If you think that your local sc2 community is large-ish and would like to help by giving me replays, send me a pm. On a similar note, does anyone know where the largest sc2 communities are based and how I can contact them?

That's what I've got so far. Is there something I've missed?

As for what I will do with the replays, not quite sure as yet as the project hasn't been released so I'm not sure what is required. But in the past the project has been quite open ended, so I'm reasonably confident that I can do something on SC2.

OptimusYale
Profile Blog Joined January 2011
Korea (South)1005 Posts
April 28 2012 12:37 GMT
#2
SC2 gears database may be able to help you.....I could also send about 100 replays from my platinum level games that I got from SC2 Gears
Prillan
Profile Joined August 2011
Sweden350 Posts
April 28 2012 12:43 GMT
#3
Out of curiosity, how do you plan to analyse them?

I have a lot of replays from I started play to now which spans Practice games -> Silver -> Diamond ^^
TheBB's sidekick, aligulac.com | "Reality is frequently inaccurate." - Douglas Adams
pdc
Profile Blog Joined November 2010
23 Posts
April 28 2012 13:10 GMT
#4
On April 28 2012 21:37 OptimusYale wrote:
SC2 gears database may be able to help you.....I could also send about 100 replays from my platinum level games that I got from SC2 Gears


Good idea but the sc2gears database is off limits, which makes sense. If a pro player did use the service, I don't think they would appreciate having their replays so easily accessible.

Privacy Policy

1) Files uploaded to the Sc2gears Database are only available to the account owner and me, and are never given out to anyone else.


On April 28 2012 21:43 Prillan wrote:
Out of curiosity, how do you plan to analyse them?

I have a lot of replays from I started play to now which spans Practice games -> Silver -> Diamond ^^


this new sc2reader looks good. other than that i might use this php replay parser or write an sc2gears plugin to grab the data i want from the replay file.

thanks for offering replays, I'll put out another blog post calling for replays when I get to that point
Please log in or register to reply.
Live Events Refresh
OSC
00:00
OSC Elite Rising Star #21
Liquipedia
[ Submit Event ]
Live Streams
Refresh
StarCraft 2
RuFF_SC2 177
ProTech121
Nina 35
StarCraft: Brood War
Rain 2249
Shuttle 1258
Dewaltoss 55
Bale 52
Noble 46
Snow 44
Dota 2
NeuroSwarm165
Counter-Strike
Coldzera 1051
Super Smash Bros
Mew2King300
Heroes of the Storm
Khaldor528
Other Games
summit1g9160
JimRising 710
C9.Mang0311
PiGStarcraft297
ArmadaUGS56
ViBE54
Organizations
Other Games
BasetradeTV246
Dota 2
PGL Dota 2 - Main Stream72
[ Show 15 non-featured ]
StarCraft 2
• davetesta21
• Response 7
• Letter146
• practicex 5
• AfreecaTV YouTube
• intothetv
• Kozan
• IndyKCrew
• Migwel
StarCraft: Brood War
• BSLYoutube
• STPLYoutube
• ZZZeroYoutube
League of Legends
• Lourlo942
• Stunt199
Other Games
• Scarra787
Upcoming Events
Stellar Fest
9h 1m
OSC
18h 1m
CranKy Ducklings
1d 6h
Online Event
1d 7h
FEL
1d 12h
AI Arena Tournament
1d 13h
BSL: Ladder Tournament
1d 15h
Sparkling Tuna Cup
2 days
INu's Battles
2 days
herO vs Classic
Percival vs Rogue
BSL Open Qualifier
2 days
[ Show More ]
BSL Open Qualifier
2 days
Replay Cast
2 days
Afreeca Starleague
3 days
Rush vs Light
WardiTV Weekly
3 days
Replay Cast
3 days
Afreeca Starleague
4 days
Soma vs Soulkey
INu's Battles
4 days
SHIN vs Cure
ByuN vs Zoun
PiGosaur Cup
4 days
The PondCast
6 days
INu's Battles
6 days
Liquipedia Results

Completed

Proleague 2026-09-30
Blizzard Classic Cup 2026
Calamity Invitational

Ongoing

ASL Season 22
Super Anchor Qualifying S3
CSL 2026 AUTUMN (S22)
Acropolis #5
Stake Ranked Episode 4
1win Private Club #1
Logitech G Play Connect 2026
SL StarSeries Fall 2026
FISSURE Playground #3
BLAST Open Fall 2026
Esports World Cup 2026
BLAST Bounty Summer 2026
BLAST Bounty Summer Qual

Upcoming

Acropolis #5 - GSB
Acropolis #5 - GSC
BSL Season 23
SC4ALL II: Brood War
BSL 23: Non-Korean Championship
HSC XXX
Stellar Fest 2: Lunar Cup
SC4ALL II: StarCraft II
Kung Fu Cup 2026 Grand Finals
RSL Offline Finals
Custodian Cup
Copium Cup
PGL Major Singapore 2026
Stake Ranked Episode 6
BLAST Rivals Fall 2026
IEM Beijing 2026
Stake Ranked Episode 5
PGL Masters Bucharest 2026
1win Private Club #2
Thunderpick World Champ. '26
ESL Pro League Season 24
TLPD

1. ByuN
2. TY
3. Dark
4. Solar
5. Stats
6. Nerchio
7. sOs
8. soO
9. INnoVation
10. Elazer
1. Rain
2. Flash
3. EffOrt
4. Last
5. Bisu
6. Soulkey
7. Mini
8. Sharp
Sidebar Settings...

Advertising | Privacy Policy | Terms Of Use | Contact Us

Original banner artwork: Jim Warren
The contents of this webpage are copyright © 2026 TLnet. All Rights Reserved.