From 272711344a50e6e9d89c14f47f8088b080e58f7e Mon Sep 17 00:00:00 2001
From: aiueola <haruharu10540@gmail.com>
Date: Thu, 29 Jun 2023 08:25:45 +0900
Subject: [PATCH] fix link to images

---
 README.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 28fd599..08db89f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # SCOPE-RL: A Python library for offline reinforcement learning, off-policy evaluation, and selection
 
-<div align="center"><img src="./images/logo.png" width="100%"/></div>
+<div align="center"><img src="https://raw.githubusercontent.com/hakuhodo-technologies/scope-rl/main/images/logo.png" width="100%"/></div>
 
 <details>
 <summary><strong>Table of Contents </strong>(click to expand)</summary>
@@ -298,7 +298,7 @@ ope.visualize_off_policy_estimates(
     sharey=True,
 )
 ```
-<div align="center"><img src="./images/ope_policy_value_basic.png" width="100%"/></div>
+<div align="center"><img src="https://raw.githubusercontent.com/hakuhodo-technologies/scope-rl/main/images/ope_policy_value_basic.png" width="100%"/></div>
 <figcaption>
 <p align="center">
   Policy Value Estimated by OPE Estimators
@@ -342,7 +342,7 @@ cvar_dict = cd_ope.estimate_conditional_value_at_risk(input_dict, alphas=0.3)
 # estimate and visualize the cumulative distribution function of the policy performance
 cd_ope.visualize_cumulative_distribution_function(input_dict, n_cols=4)
 ```
-<div align="center"><img src="./images/ope_cumulative_distribution_function.png" width="100%"/></div>
+<div align="center"><img src="https://raw.githubusercontent.com/hakuhodo-technologies/scope-rl/main/images/ope_cumulative_distribution_function.png" width="100%"/></div>
 <figcaption>
 <p align="center">
   Cumulative Distribution Function Estimated by OPE Estimators
@@ -378,7 +378,7 @@ ops.visualize_topk_policy_value_selected_by_standard_ope(
     safety_criteria=1.0,
 )
 ```
-<div align="center"><img src="./images/ops_topk_lower_quartile.png" width="100%"/></div>
+<div align="center"><img src="https://raw.githubusercontent.com/hakuhodo-technologies/scope-rl/main/images/ops_topk_lower_quartile.png" width="100%"/></div>
 <figcaption>
 <p align="center">
   Comparison of the Top-k Statistics of 10% Lower Quartile of Policy Value
@@ -401,7 +401,7 @@ ops.visualize_cvar_for_validation(
     share_axes=True,
 )
 ```
-<div align="center"><img src="./images/ops_variance_validation.png" width="100%"/></div>
+<div align="center"><img src="https://raw.githubusercontent.com/hakuhodo-technologies/scope-rl/main/images/ops_variance_validation.png" width="100%"/></div>
 <figcaption>
 <p align="center">
   Validation of Estimated and Ground-truth Variance of Policy Value